diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml index 30c3423e..827a08fb 100644 --- a/.github/workflows/main.yml +++ b/.github/workflows/main.yml @@ -21,8 +21,10 @@ jobs: echo "$HOME/.cargo/bin" >> $GITHUB_PATH - name: Create virtual environment run: uv venv - - name: Install build dependencies + - name: Install dependencies run: | - uv pip install build ".[torch,flax]" + uv pip install -e ".[dev,torch,flax]" + - name: Run tests + run: pytest tests/ -v - name: Build package run: uv run python -m build \ No newline at end of file diff --git a/.gitignore b/.gitignore index 00dc6369..a05acb6d 100644 --- a/.gitignore +++ b/.gitignore @@ -7,5 +7,4 @@ wandb/ datasets/ results/ uv.lock -development_setup.md debug.log diff --git a/.python-version b/.python-version new file mode 100644 index 00000000..2c073331 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/AGENTS.md b/AGENTS.md index 598ed8f3..004f4762 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -30,7 +30,9 @@ Archived v1/v2 code and notebooks are in `v1/`. Run tests: ```bash -pytest v1/tests/ +pytest tests/ ``` -See `README.md` for full developer setup. +For archived v1/v2 models, use `pytest v1/tests/` instead. + +See `development_setup.md` and `README.md` for full developer setup. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 00000000..01a74bef --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,51 @@ +# How to Contribute + +We would love to accept your patches and contributions to this project. + +## Before you begin + +### Sign our Contributor License Agreement + +Contributions to this project must be accompanied by a +[Contributor License Agreement](https://cla.developers.google.com/about) (CLA). +You (or your employer) retain the copyright to your contribution; this simply +gives us permission to use and redistribute your contributions as part of the +project. + +If you or your current employer have already signed the Google CLA (even if it +was for a different project), you probably don't need to do it again. + +Visit to see your current agreements or to +sign a new one. + +### Review our Community Guidelines + +This project follows [Google's Open Source Community +Guidelines](https://opensource.google/conduct/). + +## Development setup + +See [development_setup.md](development_setup.md) for environment setup, running +tests, and the fork → PR workflow. + +## Contribution process + +### Code Reviews + +All submissions, including submissions by project members, require review. We +use [GitHub pull requests](https://docs.github.com/articles/about-pull-requests) +for this purpose. + +### Where to contribute + +- **TimesFM 2.5 (current):** `src/timesfm/` and `tests/` +- **Examples and docs:** `timesfm-forecasting/`, `README.md` +- **Archived v1/v2 models:** `v1/` (legacy; separate Poetry environment) + +### Pre-submit checklist + +```bash +pytest tests/ --ignore=tests/test_model_loading.py +ruff check src/ tests/ +uv run python -m build +``` diff --git a/development_setup.md b/development_setup.md new file mode 100644 index 00000000..0c442135 --- /dev/null +++ b/development_setup.md @@ -0,0 +1,85 @@ +# Development Setup + +Guide for contributing to TimesFM 2.5. Archived v1/v2 code in `v1/` uses a +separate Poetry environment — see `v1/README.md` if you need legacy models. + +## Prerequisites + +- Python 3.10+ (3.11 recommended; matches CI) +- [uv](https://docs.astral.sh/uv/) package manager + +## Local environment + +```bash +git clone https://github.com/google-research/timesfm.git +cd timesfm + +uv python install 3.11 +uv python pin 3.11 +uv venv --python 3.11 +source .venv/bin/activate + +# PyTorch backend (recommended for most contributors) +uv pip install -e ".[dev,torch]" + +# Or install all backends for full test coverage +uv pip install -e ".[dev,torch,flax]" +``` + +On Apple Silicon or GPU machines, you may need to reinstall torch/jax from the +official install guides after the editable install. + +## Verify setup + +```bash +python -c "import timesfm; print(timesfm.TimesFM_2p5_200M_torch)" +pytest tests/ --ignore=tests/test_model_loading.py +uv run python -m build +``` + +## Fork and pull request workflow + +1. **Fork** [google-research/timesfm](https://github.com/google-research/timesfm) + on GitHub. + +2. **Add your fork** as a remote: + + ```bash + git remote add fork https://github.com//timesfm.git + ``` + +3. **Sign the Google CLA** at (required + before your PR can be merged). + +4. **Create a branch**, make changes, and open a PR: + + ```bash + git checkout -b feature/my-change + pytest tests/ --ignore=tests/test_model_loading.py + ruff check src/ tests/ + git add + git commit -m "Describe why, not just what" + git push -u fork feature/my-change + ``` + + Open a pull request against `google-research/timesfm:master`. + +See [CONTRIBUTING.md](CONTRIBUTING.md) for community guidelines and review +process. + +## Test matrix + +| Test file | Requires | +|-----------|----------| +| `tests/test_configs.py` | core | +| `tests/test_base_utils.py` | core | +| `tests/test_torch_layers.py` | `[torch]` | +| `tests/test_torch_utils.py` | `[torch]` | +| `tests/test_model_loading.py` | `[torch]` + `[flax]` | + +## Lint + +```bash +ruff check src/ tests/ +ruff format --check src/ tests/ +``` diff --git a/pyproject.toml b/pyproject.toml index 3077b6e4..b172e1ed 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -34,6 +34,17 @@ xreg = [ "jax[cuda]", "scikit-learn", ] +dev = [ + "pytest>=8.0", + "ruff>=0.8", + "build>=1.0", +] + +[tool.setuptools.packages.find] +where = ["src"] + +[tool.pytest.ini_options] +testpaths = ["tests"] [tool.ruff] line-length = 88 diff --git a/timesfm-forecasting/examples/anomaly-detection/detect_anomalies.py b/timesfm-forecasting/examples/anomaly-detection/detect_anomalies.py index d0a037b1..090ccb81 100644 --- a/timesfm-forecasting/examples/anomaly-detection/detect_anomalies.py +++ b/timesfm-forecasting/examples/anomaly-detection/detect_anomalies.py @@ -419,16 +419,25 @@ def main() -> None: print(f" {r['date']} {r['value']:+.3f} C z={r['z_score']:+.2f}") # --- Load TimesFM -------------------------------------------------------- - print("\n Loading TimesFM 1.0 ...") + print("\n Loading TimesFM 2.5 ...") import timesfm - hparams = timesfm.TimesFmHparams(horizon_len=HORIZON) - checkpoint = timesfm.TimesFmCheckpoint( - huggingface_repo_id="google/timesfm-1.0-200m-pytorch" + model = timesfm.TimesFM_2p5_200M_torch.from_pretrained( + "google/timesfm-2.5-200m-pytorch", + torch_compile=False, + ) + model.compile(timesfm.ForecastConfig( + max_context=512, + max_horizon=HORIZON, + normalize_inputs=True, + use_continuous_quantile_head=True, + fix_quantile_crossing=True, + )) + + point_out, quant_out = model.forecast( + horizon=HORIZON, + inputs=[context_values], ) - model = timesfm.TimesFm(hparams=hparams, checkpoint=checkpoint) - - point_out, quant_out = model.forecast([context_values], freq=[0]) point_fc = point_out[0] # shape (HORIZON,) quant_fc = quant_out[0].T # shape (10, HORIZON) diff --git a/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.json b/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.json index b6928773..a6bbf604 100644 --- a/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.json +++ b/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.json @@ -17,9 +17,9 @@ }, "forecast_summary": { "total": 12, - "critical": 4, + "critical": 5, "warning": 1, - "normal": 7 + "normal": 6 }, "context_detections": [ { @@ -315,132 +315,132 @@ { "date": "2025-01", "actual": 1.2821, - "forecast": 1.2593, - "q10": 1.1407, - "q20": 1.1881, - "q80": 1.324, - "q90": 1.3679, + "forecast": 1.2224, + "q10": 1.1231, + "q20": 1.1614, + "q80": 1.2928, + "q90": 1.3396, "severity": "NORMAL", "was_injected": false }, { "date": "2025-02", "actual": 1.1522, - "forecast": 1.2857, - "q10": 1.1406, - "q20": 1.1961, - "q80": 1.3751, - "q90": 1.4254, + "forecast": 1.2564, + "q10": 1.1482, + "q20": 1.1892, + "q80": 1.3358, + "q90": 1.388, "severity": "WARNING", "was_injected": false }, { "date": "2025-03", "actual": 1.3358, - "forecast": 1.295, - "q10": 1.1269, - "q20": 1.1876, - "q80": 1.4035, - "q90": 1.4643, + "forecast": 1.2865, + "q10": 1.1695, + "q20": 1.2141, + "q80": 1.3726, + "q90": 1.4266, "severity": "NORMAL", "was_injected": false }, { "date": "2025-04", "actual": 2.0594, - "forecast": 1.2208, - "q10": 1.0353, - "q20": 1.1042, - "q80": 1.331, - "q90": 1.4017, + "forecast": 1.2405, + "q10": 1.1193, + "q20": 1.1689, + "q80": 1.3238, + "q90": 1.3806, "severity": "CRITICAL", "was_injected": true }, { "date": "2025-05", "actual": 1.0747, - "forecast": 1.1703, - "q10": 0.9691, - "q20": 1.0431, - "q80": 1.2892, - "q90": 1.3632, - "severity": "NORMAL", + "forecast": 1.2026, + "q10": 1.0777, + "q20": 1.128, + "q80": 1.2891, + "q90": 1.347, + "severity": "CRITICAL", "was_injected": false }, { "date": "2025-06", "actual": 1.1442, - "forecast": 1.1456, - "q10": 0.942, - "q20": 1.0111, - "q80": 1.2703, - "q90": 1.3454, + "forecast": 1.21, + "q10": 1.0811, + "q20": 1.1352, + "q80": 1.2938, + "q90": 1.3532, "severity": "NORMAL", "was_injected": false }, { "date": "2025-07", "actual": 1.2917, - "forecast": 1.1702, - "q10": 0.9504, - "q20": 1.0348, - "q80": 1.2998, - "q90": 1.3807, + "forecast": 1.2253, + "q10": 1.0918, + "q20": 1.1475, + "q80": 1.3113, + "q90": 1.3728, "severity": "NORMAL", "was_injected": false }, { "date": "2025-08", "actual": 1.2519, - "forecast": 1.2027, - "q10": 0.9709, - "q20": 1.0594, - "q80": 1.3408, - "q90": 1.4195, + "forecast": 1.2422, + "q10": 1.1043, + "q20": 1.1599, + "q80": 1.3305, + "q90": 1.395, "severity": "NORMAL", "was_injected": false }, { "date": "2025-09", "actual": 0.6364, - "forecast": 1.191, - "q10": 0.9594, - "q20": 1.0404, - "q80": 1.3355, - "q90": 1.417, + "forecast": 1.2697, + "q10": 1.1239, + "q20": 1.1873, + "q80": 1.358, + "q90": 1.4252, "severity": "CRITICAL", "was_injected": true }, { "date": "2025-10", "actual": 1.2073, - "forecast": 1.1491, - "q10": 0.9079, - "q20": 0.9953, - "q80": 1.2869, - "q90": 1.3775, + "forecast": 1.2497, + "q10": 1.0962, + "q20": 1.163, + "q80": 1.3377, + "q90": 1.4098, "severity": "NORMAL", "was_injected": false }, { "date": "2025-11", "actual": 1.3851, - "forecast": 1.0805, - "q10": 0.8361, - "q20": 0.926, - "q80": 1.2284, - "q90": 1.3122, + "forecast": 1.2135, + "q10": 1.0546, + "q20": 1.1224, + "q80": 1.3091, + "q90": 1.3802, "severity": "CRITICAL", "was_injected": false }, { "date": "2025-12", "actual": 1.8294, - "forecast": 1.0613, - "q10": 0.8022, - "q20": 0.8952, - "q80": 1.2169, - "q90": 1.296, + "forecast": 1.2034, + "q10": 1.0412, + "q20": 1.1113, + "q80": 1.2912, + "q90": 1.3701, "severity": "CRITICAL", "was_injected": true } diff --git a/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.png b/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.png index bcc609f1..672bc196 100644 Binary files a/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.png and b/timesfm-forecasting/examples/anomaly-detection/output/anomaly_detection.png differ diff --git a/timesfm-forecasting/examples/global-temperature/README.md b/timesfm-forecasting/examples/global-temperature/README.md index 035f636b..3c34ffc6 100644 --- a/timesfm-forecasting/examples/global-temperature/README.md +++ b/timesfm-forecasting/examples/global-temperature/README.md @@ -1,6 +1,6 @@ # TimesFM Forecast Report: Global Temperature Anomaly (2025) -**Model:** TimesFM 1.0 (200M) PyTorch +**Model:** TimesFM 2.5 (200M) PyTorch **Generated:** 2026-02-21 **Source:** NOAA GISTEMP Global Land-Ocean Temperature Index @@ -8,7 +8,7 @@ ## Executive Summary -TimesFM forecasts a mean temperature anomaly of **1.19°C** for 2025, slightly below the 2024 average of 1.25°C. The model predicts continued elevated temperatures with a peak of 1.30°C in March 2025 and a minimum of 1.06°C in December 2025. +TimesFM forecasts a mean temperature anomaly of **1.24°C** for 2025, slightly below the 2024 average of 1.25°C. The model predicts continued elevated temperatures with a peak of 1.29°C in March 2025 and a minimum of 1.20°C in December 2025. --- @@ -44,24 +44,24 @@ TimesFM forecasts a mean temperature anomaly of **1.19°C** for 2025, slightly b | Month | Point | 80% CI | 90% CI | |-------|-------|--------|--------| -| 2025-01 | 1.259 | [1.141, 1.297] | [1.248, 1.324] | -| 2025-02 | 1.286 | [1.141, 1.340] | [1.277, 1.375] | -| 2025-03 | 1.295 | [1.127, 1.355] | [1.287, 1.404] | -| 2025-04 | 1.221 | [1.035, 1.290] | [1.208, 1.331] | -| 2025-05 | 1.170 | [0.969, 1.239] | [1.153, 1.289] | -| 2025-06 | 1.146 | [0.942, 1.218] | [1.128, 1.270] | -| 2025-07 | 1.170 | [0.950, 1.248] | [1.151, 1.300] | -| 2025-08 | 1.203 | [0.971, 1.284] | [1.186, 1.341] | -| 2025-09 | 1.191 | [0.959, 1.283] | [1.178, 1.335] | -| 2025-10 | 1.149 | [0.908, 1.240] | [1.126, 1.287] | -| 2025-11 | 1.080 | [0.836, 1.176] | [1.062, 1.228] | -| 2025-12 | 1.061 | [0.802, 1.153] | [1.037, 1.217] | +| 2025-01 | 1.222 | [1.161, 1.293] | [1.123, 1.340] | +| 2025-02 | 1.256 | [1.189, 1.336] | [1.148, 1.388] | +| 2025-03 | 1.286 | [1.214, 1.373] | [1.169, 1.427] | +| 2025-04 | 1.240 | [1.169, 1.324] | [1.119, 1.381] | +| 2025-05 | 1.203 | [1.128, 1.289] | [1.078, 1.347] | +| 2025-06 | 1.210 | [1.135, 1.294] | [1.081, 1.353] | +| 2025-07 | 1.225 | [1.147, 1.311] | [1.092, 1.373] | +| 2025-08 | 1.242 | [1.160, 1.330] | [1.104, 1.395] | +| 2025-09 | 1.270 | [1.187, 1.358] | [1.124, 1.425] | +| 2025-10 | 1.250 | [1.163, 1.338] | [1.096, 1.410] | +| 2025-11 | 1.214 | [1.122, 1.309] | [1.055, 1.380] | +| 2025-12 | 1.203 | [1.111, 1.291] | [1.041, 1.370] | ### JSON Output ```json { - "model": "TimesFM 1.0 (200M) PyTorch", + "model": "TimesFM 2.5 (200M) PyTorch", "input": { "source": "NOAA GISTEMP Global Temperature Anomaly", "n_observations": 36, @@ -72,13 +72,13 @@ TimesFM forecasts a mean temperature anomaly of **1.19°C** for 2025, slightly b "horizon": 12, "dates": ["2025-01", "2025-02", "2025-03", "2025-04", "2025-05", "2025-06", "2025-07", "2025-08", "2025-09", "2025-10", "2025-11", "2025-12"], - "point": [1.259, 1.286, 1.295, 1.221, 1.170, 1.146, 1.170, 1.203, 1.191, 1.149, 1.080, 1.061] + "point": [1.222, 1.256, 1.286, 1.240, 1.203, 1.210, 1.225, 1.242, 1.270, 1.250, 1.214, 1.203] }, "summary": { - "forecast_mean_c": 1.186, - "forecast_max_c": 1.295, - "forecast_min_c": 1.061, - "vs_last_year_mean": -0.067 + "forecast_mean_c": 1.235, + "forecast_max_c": 1.286, + "forecast_min_c": 1.203, + "vs_last_year_mean": -0.017 } } ``` @@ -138,7 +138,7 @@ TimesFM forecasts a mean temperature anomaly of **1.19°C** for 2025, slightly b uv pip install "timesfm[torch]" matplotlib pandas numpy # Run the complete example -cd scientific-skills/timesfm-forecasting/examples/global-temperature +cd timesfm-forecasting/examples/global-temperature ./run_example.sh ``` @@ -146,32 +146,31 @@ cd scientific-skills/timesfm-forecasting/examples/global-temperature ## Technical Notes -### API Discovery +### TimesFM 2.5 API -The TimesFM PyTorch API differs from the GitHub README documentation: - -**Documented (GitHub README):** ```python -model = timesfm.TimesFm( - context_len=512, - horizon_len=128, - backend="gpu", -) -model.load_from_google_repo("google/timesfm-2.5-200m-pytorch") -``` +import timesfm -**Actual Working API:** -```python -hparams = timesfm.TimesFmHparams(horizon_len=12) -checkpoint = timesfm.TimesFmCheckpoint( - huggingface_repo_id="google/timesfm-1.0-200m-pytorch" +model = timesfm.TimesFM_2p5_200M_torch.from_pretrained( + "google/timesfm-2.5-200m-pytorch", + torch_compile=False, +) +model.compile(timesfm.ForecastConfig( + max_context=512, + max_horizon=12, + normalize_inputs=True, + use_continuous_quantile_head=True, + fix_quantile_crossing=True, +)) + +point_forecast, quantile_forecast = model.forecast( + horizon=12, + inputs=[input_series], ) -model = timesfm.TimesFm(hparams=hparams, checkpoint=checkpoint) ``` -### TimesFM 2.5 PyTorch Issue - -The `google/timesfm-2.5-200m-pytorch` checkpoint downloads as `model.safetensors`, but the TimesFM loader expects `torch_model.ckpt`. This causes a `FileNotFoundError` at model load time. Using TimesFM 1.0 PyTorch resolves this issue. +Quantile columns are `[mean, q10, q20, …, q90]` (10 columns). See +`timesfm-forecasting/references/api_reference.md`. --- diff --git a/timesfm-forecasting/examples/global-temperature/generate_animation_data.py b/timesfm-forecasting/examples/global-temperature/generate_animation_data.py index fa480f77..3c0555cb 100644 --- a/timesfm-forecasting/examples/global-temperature/generate_animation_data.py +++ b/timesfm-forecasting/examples/global-temperature/generate_animation_data.py @@ -47,12 +47,18 @@ def main() -> None: print(f" Animation steps: {len(all_values) - MIN_CONTEXT + 1}") # Load TimesFM with max horizon (will truncate output for shorter forecasts) - print(f"\n🤖 Loading TimesFM 1.0 (200M) PyTorch (horizon={MAX_HORIZON})...") - hparams = timesfm.TimesFmHparams(horizon_len=MAX_HORIZON) - checkpoint = timesfm.TimesFmCheckpoint( - huggingface_repo_id="google/timesfm-1.0-200m-pytorch" + print(f"\n🤖 Loading TimesFM 2.5 (200M) PyTorch (horizon={MAX_HORIZON})...") + model = timesfm.TimesFM_2p5_200M_torch.from_pretrained( + "google/timesfm-2.5-200m-pytorch", + torch_compile=False, ) - model = timesfm.TimesFm(hparams=hparams, checkpoint=checkpoint) + model.compile(timesfm.ForecastConfig( + max_context=512, + max_horizon=MAX_HORIZON, + normalize_inputs=True, + use_continuous_quantile_head=True, + fix_quantile_crossing=True, + )) # Generate forecasts for each step animation_steps = [] @@ -72,15 +78,14 @@ def main() -> None: historical_values = all_values[:n_points] historical_dates = all_dates[:n_points] - # Run forecast (model outputs MAX_HORIZON, we truncate to actual horizon) - point, quantiles = model.forecast( - [historical_values], - freq=[0], + # Run forecast (model outputs up to MAX_HORIZON, we truncate to actual horizon) + point_out, quant_out = model.forecast( + horizon=horizon, + inputs=[historical_values], ) - # Truncate to actual horizon - point = point[0][:horizon] - quantiles = quantiles[0, :horizon, :] + point = point_out[0][:horizon] + quantiles = quant_out[0][:horizon, :] # Determine forecast dates last_date = historical_dates[-1] @@ -100,10 +105,10 @@ def main() -> None: "historical_values": historical_values.tolist(), "forecast_dates": [d.strftime("%Y-%m") for d in forecast_dates], "point_forecast": point.tolist(), - "q10": quantiles[:, 0].tolist(), - "q20": quantiles[:, 1].tolist(), - "q80": quantiles[:, 7].tolist(), - "q90": quantiles[:, 8].tolist(), + "q10": quantiles[:, 1].tolist(), + "q20": quantiles[:, 2].tolist(), + "q80": quantiles[:, 8].tolist(), + "q90": quantiles[:, 9].tolist(), } animation_steps.append(step_data) @@ -116,7 +121,7 @@ def main() -> None: # Create output output = { "metadata": { - "model": "TimesFM 1.0 (200M) PyTorch", + "model": "TimesFM 2.5 (200M) PyTorch", "total_steps": len(animation_steps), "min_context": MIN_CONTEXT, "max_horizon": MAX_HORIZON, diff --git a/timesfm-forecasting/examples/global-temperature/generate_html.py b/timesfm-forecasting/examples/global-temperature/generate_html.py index d236226a..55029030 100644 --- a/timesfm-forecasting/examples/global-temperature/generate_html.py +++ b/timesfm-forecasting/examples/global-temperature/generate_html.py @@ -216,7 +216,7 @@ diff --git a/timesfm-forecasting/examples/global-temperature/output/animation_data.json b/timesfm-forecasting/examples/global-temperature/output/animation_data.json index 6dd680c8..bd96333b 100644 --- a/timesfm-forecasting/examples/global-temperature/output/animation_data.json +++ b/timesfm-forecasting/examples/global-temperature/output/animation_data.json @@ -1,6 +1,6 @@ { "metadata": { - 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1.3728349208831787, - 1.394974946975708, - 1.425218105316162, - 1.409816026687622, + 1.3728348016738892, + 1.3949750661849976, + 1.4252188205718994, + 1.4098162651062012, 1.380167841911316, - 1.3700779676437378 + 1.3700783252716064 ] } }, diff --git a/timesfm-forecasting/examples/global-temperature/output/interactive_forecast.html b/timesfm-forecasting/examples/global-temperature/output/interactive_forecast.html index 7cb213f2..40538baa 100644 --- a/timesfm-forecasting/examples/global-temperature/output/interactive_forecast.html +++ b/timesfm-forecasting/examples/global-temperature/output/interactive_forecast.html @@ -198,7 +198,7 @@

TimesFM Forecast Evolution

@@ -206,7 +206,7 @@

TimesFM Forecast Evolution

// Embedded animation data (no external fetch needed) const animationData = { "metadata": { - "model": "TimesFM 1.0 (200M) PyTorch", + "model": "TimesFM 2.5 (200M) PyTorch", "total_steps": 25, "min_context": 12, "max_horizon": 36, @@ -365,194 +365,194 @@

TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.1388345956802368, - 1.1001060009002686, - 1.0774588584899902, - 1.0615431070327759, - 1.0359764099121094, - 1.0100469589233398, - 0.9895788431167603, - 0.9849971532821655, - 0.9746628999710083, - 0.9684356451034546, - 0.9609130024909973, - 0.947131872177124, - 0.9499838352203369, - 0.9744009375572205, - 1.0130703449249268, - 1.0441275835037231, - 1.048531413078308, - 1.0471770763397217, - 1.0618387460708618, - 1.1032129526138306, - 1.1474189758300781, - 1.1728394031524658, - 1.1430011987686157, - 1.0839053392410278, - 1.0471035242080688 + 1.0932997465133667, + 1.148248314857483, + 1.054098129272461, + 1.07216215133667, + 1.0613436698913574, + 0.987245500087738, + 0.9749597907066345, + 0.9739665389060974, + 0.9671403169631958, + 0.9581471681594849, + 0.9436119794845581, + 0.921945333480835, + 0.9353639483451843, + 0.9587758779525757, + 0.9898222088813782, + 1.023519515991211, + 1.0042405128479004, + 0.9820328950881958, + 0.9941935539245605, + 0.9886876940727234, + 1.000222086906433, + 1.002519130706787, + 0.9943968653678894, + 0.9664683938026428, + 0.9574335813522339 ], "q10": [ - 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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.1701693534851074, - 1.1349387168884277, - 1.0960110425949097, - 1.0637617111206055, - 1.0402418375015259, - 1.0265028476715088, - 1.0204156637191772, - 1.0119004249572754, - 0.9878545999526978, - 0.9743345379829407, - 0.9826735258102417, - 0.9942994117736816, - 1.0274856090545654, - 1.0622732639312744, - 1.0651201009750366, - 1.073114037513733, - 1.0891278982162476, - 1.126175880432129, - 1.157884955406189, - 1.1790106296539307, - 1.1665725708007812, - 1.1304852962493896, - 1.1106657981872559 + 1.205628752708435, + 1.2298730611801147, + 1.1731754541397095, + 1.1344116926193237, + 1.1608150005340576, + 1.1691774129867554, + 1.1682422161102295, + 1.191994547843933, + 1.1565886735916138, + 1.1196718215942383, + 1.1099488735198975, + 1.1394407749176025, + 1.1613126993179321, + 1.173356294631958, + 1.1347324848175049, + 1.0973201990127563, + 1.1167614459991455, + 1.1236143112182617, + 1.1310614347457886, + 1.142797589302063, + 1.103774070739746, + 1.0684109926223755, + 1.062445044517517 ], "q10": [ - 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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.1386852264404297, - 1.1227259635925293, - 1.1132360696792603, - 1.103696346282959, - 1.0890148878097534, - 1.0628618001937866, - 1.0592650175094604, - 1.0809025764465332, - 1.1213948726654053, - 1.1205977201461792, - 1.10319983959198, - 1.0873777866363525, - 1.0977184772491455, - 1.1334233283996582, - 1.1537142992019653, - 1.15865159034729, - 1.1413378715515137, - 1.1311604976654053, - 1.1258361339569092 + 1.1999590396881104, + 1.2185825109481812, + 1.2361568212509155, + 1.2473269701004028, + 1.2034566402435303, + 1.1529393196105957, + 1.1568779945373535, + 1.1597084999084473, + 1.1875532865524292, + 1.207098364830017, + 1.1718382835388184, + 1.1326462030410767, + 1.1350946426391602, + 1.1533840894699097, + 1.1770141124725342, + 1.1895047426223755, + 1.1559756994247437, + 1.1074413061141968, + 1.0984511375427246 ], "q10": [ - 1.1357723474502563, - 1.1218345165252686, - 1.1151096820831299, - 1.1036633253097534, - 1.088782787322998, - 1.0708427429199219, - 1.0614827871322632, - 1.0803805589675903, - 1.1256681680679321, - 1.124110460281372, - 1.1017175912857056, - 1.0866585969924927, - 1.0974124670028687, - 1.1265218257904053, - 1.1448237895965576, - 1.150303602218628, - 1.131263256072998, - 1.1206773519515991, - 1.1218606233596802 + 1.0237271785736084, + 1.0186752080917358, + 1.0166794061660767, + 1.0147470235824585, + 0.9634122848510742, + 0.9043502807617188, + 0.8998563289642334, + 0.895263135433197, + 0.912651538848877, + 0.9231435656547546, + 0.8861948847770691, + 0.8464462161064148, + 0.8374950289726257, + 0.846802830696106, + 0.8642179369926453, + 0.8728320598602295, + 0.8288918137550354, + 0.7834073305130005, + 0.7669752240180969 ], "q20": [ - 0.9705875515937805, - 0.9261521100997925, - 0.9002217650413513, - 0.8800909519195557, - 0.8597927689552307, - 0.837051272392273, - 0.8270405530929565, - 0.8327914476394653, - 0.8583639860153198, - 0.8556785583496094, - 0.8432221412658691, - 0.8295676708221436, - 0.8404796719551086, - 0.8643808364868164, - 0.8823158740997314, - 0.8855088949203491, - 0.8733288049697876, - 0.8654991388320923, - 0.8692165017127991 + 1.0900468826293945, + 1.0905505418777466, + 1.09273362159729, + 1.1016603708267212, + 1.0504446029663086, + 0.9973146915435791, + 0.9920547008514404, + 0.9910444021224976, + 1.019782304763794, + 1.0311963558197021, + 0.9911374449729919, + 0.952459990978241, + 0.9437006115913391, + 0.9598937034606934, + 0.9809185862541199, + 0.9881709814071655, + 0.946128249168396, + 0.8980264067649841, + 0.8884074687957764 ], "q80": [ - 1.2012592554092407, - 1.2004612684249878, - 1.1944599151611328, - 1.1941598653793335, - 1.178646206855774, - 1.1608107089996338, - 1.156977653503418, - 1.1782780885696411, - 1.2296812534332275, - 1.235266089439392, - 1.2120579481124878, - 1.1956090927124023, - 1.2027981281280518, - 1.2328962087631226, - 1.2583279609680176, - 1.2622652053833008, - 1.2420697212219238, - 1.2296068668365479, - 1.2310649156570435 + 1.3123563528060913, + 1.3488714694976807, + 1.379483938217163, + 1.3942079544067383, + 1.3564845323562622, + 1.3103328943252563, + 1.314638614654541, + 1.3249648809432983, + 1.3561124801635742, + 1.3801554441452026, + 1.3544813394546509, + 1.3107649087905884, + 1.3216625452041626, + 1.3461425304412842, + 1.370805263519287, + 1.3875963687896729, + 1.3562815189361572, + 1.3105906248092651, + 1.3033413887023926 ], "q90": [ - 1.2429797649383545, - 1.248335599899292, - 1.2536859512329102, - 1.251412272453308, - 1.241403341293335, - 1.21868097782135, - 1.2173688411712646, - 1.244056224822998, - 1.3022620677947998, - 1.3048560619354248, - 1.2794227600097656, - 1.25494384765625, - 1.2627326250076294, - 1.292664885520935, - 1.3210376501083374, - 1.3248177766799927, - 1.303199291229248, - 1.290137529373169, - 1.2883186340332031 + 1.3849800825119019, + 1.4264922142028809, + 1.463914394378662, + 1.4836304187774658, + 1.450527548789978, + 1.4046876430511475, + 1.412729263305664, + 1.424241065979004, + 1.4634032249450684, + 1.4915907382965088, + 1.4668304920196533, + 1.4265414476394653, + 1.4321649074554443, + 1.4634678363800049, + 1.4939773082733154, + 1.507688045501709, + 1.4793027639389038, + 1.4325798749923706, + 1.4318418502807617 ] }, { @@ -4487,104 +4487,104 @@

TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.1765440702438354, - 1.1661514043807983, - 1.1520631313323975, - 1.1195285320281982, - 1.0856300592422485, - 1.0768202543258667, - 1.0964417457580566, - 1.1255871057510376, - 1.155031442642212, - 1.1183977127075195, - 1.1013360023498535, - 1.1082254648208618, - 1.1356239318847656, - 1.1829569339752197, - 1.1888995170593262, - 1.159764051437378, - 1.126434564590454, - 1.1302133798599243 + 1.2386422157287598, + 1.248521327972412, + 1.2612762451171875, + 1.2199156284332275, + 1.1694996356964111, + 1.1658751964569092, + 1.1810572147369385, + 1.2089545726776123, + 1.2184934616088867, + 1.1692707538604736, + 1.1356005668640137, + 1.1514091491699219, + 1.1665709018707275, + 1.177919626235962, + 1.1961045265197754, + 1.1642968654632568, + 1.11930513381958, + 1.1124224662780762 ], "q10": [ - 1.1751192808151245, - 1.1651133298873901, - 1.1592530012130737, - 1.1195036172866821, - 1.084028959274292, - 1.0865756273269653, - 1.099607229232788, - 1.1274793148040771, - 1.160447597503662, - 1.1203389167785645, - 1.0989832878112793, - 1.1072871685028076, - 1.1345447301864624, - 1.1779069900512695, - 1.1820926666259766, - 1.1511759757995605, - 1.1156119108200073, - 1.121741771697998 + 1.0766398906707764, + 1.0610743761062622, + 1.0552300214767456, + 1.004159688949585, + 0.947068989276886, + 0.9371738433837891, + 0.9381810426712036, + 0.960779070854187, + 0.9609678983688354, + 0.9024332165718079, + 0.8650721311569214, + 0.8850943446159363, + 0.8915603160858154, + 0.8954273462295532, + 0.903588056564331, + 0.869968593120575, + 0.813711404800415, + 0.8094627261161804 ], "q20": [ - 1.0206873416900635, - 0.9838167428970337, - 0.9575520157814026, - 0.9151738882064819, - 0.8827507495880127, - 0.876349151134491, - 0.8842628002166748, - 0.8949983716011047, - 0.9151624441146851, - 0.883825421333313, - 0.877031147480011, - 0.8801717162132263, - 0.9021454453468323, - 0.9322755336761475, - 0.9382153153419495, - 0.9139386415481567, - 0.8896767497062683, - 0.8937186598777771 + 1.1370415687561035, + 1.1308047771453857, + 1.1291794776916504, + 1.0855004787445068, + 1.0289679765701294, + 1.0204592943191528, + 1.0261316299438477, + 1.0482590198516846, + 1.0603731870651245, + 1.0042662620544434, + 0.964776337146759, + 0.9839848279953003, + 0.9912803173065186, + 0.9997804164886475, + 1.0105856657028198, + 0.9758740067481995, + 0.9235719442367554, + 0.9167550206184387 ], "q80": [ - 1.2346465587615967, - 1.238021969795227, - 1.2284244298934937, - 1.199608564376831, - 1.1668167114257812, - 1.165637731552124, - 1.1883985996246338, - 1.2180571556091309, - 1.25492525100708, - 1.219463586807251, - 1.1989303827285767, - 1.2049015760421753, - 1.2325347661972046, - 1.276305079460144, - 1.2895640134811401, - 1.2548282146453857, - 1.217138648033142, - 1.2198824882507324 + 1.3399877548217773, + 1.3674061298370361, + 1.3929338455200195, + 1.3554935455322266, + 1.3130648136138916, + 1.311279058456421, + 1.3256781101226807, + 1.358771562576294, + 1.3732779026031494, + 1.327672004699707, + 1.3055322170257568, + 1.3172693252563477, + 1.3412933349609375, + 1.3582324981689453, + 1.3725903034210205, + 1.3493387699127197, + 1.306389570236206, + 1.303816795349121 ], "q90": [ - 1.2738851308822632, - 1.2814069986343384, - 1.2860920429229736, - 1.251664638519287, - 1.2245914936065674, - 1.2196787595748901, - 1.2461426258087158, - 1.2824065685272217, - 1.3231412172317505, - 1.2859265804290771, - 1.2610337734222412, - 1.2612855434417725, - 1.2891101837158203, - 1.3355929851531982, - 1.3490444421768188, - 1.3118960857391357, - 1.2749104499816895, - 1.2770724296569824 + 1.40757417678833, + 1.44000244140625, + 1.4702320098876953, + 1.4352548122406006, + 1.4000024795532227, + 1.3995811939239502, + 1.4149823188781738, + 1.4513659477233887, + 1.4733543395996094, + 1.4317102432250977, + 1.4048023223876953, + 1.4222140312194824, + 1.4445037841796875, + 1.4652652740478516, + 1.488241195678711, + 1.4591987133026123, + 1.4223155975341797, + 1.421555519104004 ] }, { @@ -4678,99 +4678,99 @@

TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.2069008350372314, - 1.193657636642456, - 1.1575161218643188, - 1.133849859237671, - 1.1235467195510864, - 1.1252387762069702, - 1.1443586349487305, - 1.1506012678146362, - 1.134141206741333, - 1.1200145483016968, - 1.133240818977356, - 1.1518402099609375, - 1.1871200799942017, - 1.2083441019058228, - 1.1728931665420532, - 1.1432249546051025, - 1.133898377418518 + 1.2685357332229614, + 1.2932913303375244, + 1.2439063787460327, + 1.188848853111267, + 1.1815762519836426, + 1.1872072219848633, + 1.2341736555099487, + 1.2576755285263062, + 1.1946189403533936, + 1.1449836492538452, + 1.1663926839828491, + 1.1915459632873535, + 1.215376615524292, + 1.2429440021514893, + 1.1856850385665894, + 1.1195147037506104, + 1.125089406967163 ], "q10": [ - 1.2029995918273926, - 1.1932077407836914, - 1.1641241312026978, - 1.1338424682617188, - 1.12429940700531, - 1.1312663555145264, - 1.1450644731521606, - 1.1525075435638428, - 1.1395219564437866, - 1.121511697769165, - 1.132306456565857, - 1.1525789499282837, - 1.1869525909423828, - 1.2014143466949463, - 1.168949007987976, - 1.132044792175293, - 1.1256910562515259 + 1.1299405097961426, + 1.1324620246887207, + 1.064202070236206, + 0.9984127879142761, + 0.9828812479972839, + 0.9822855591773987, + 1.0177147388458252, + 1.040220856666565, + 0.9601614475250244, + 0.8974429965019226, + 0.9106379151344299, + 0.9381728172302246, + 0.9548337459564209, + 0.9729141592979431, + 0.9029132723808289, + 0.832925021648407, + 0.8241838812828064 ], "q20": [ - 1.0395362377166748, - 0.9963122606277466, - 0.951080322265625, - 0.9185925126075745, - 0.9062104821205139, - 0.9065833687782288, - 0.9181973934173584, - 0.9136454463005066, - 0.9018174409866333, - 0.8859837055206299, - 0.8985838890075684, - 0.9077322483062744, - 0.9346957206726074, - 0.9418572187423706, - 0.9179990291595459, - 0.8948585987091064, - 0.88960200548172 + 1.1860038042068481, + 1.1933841705322266, + 1.131984829902649, + 1.0742727518081665, + 1.0594377517700195, + 1.0620228052139282, + 1.0970529317855835, + 1.1182279586791992, + 1.0573855638504028, + 0.996464729309082, + 1.009647011756897, + 1.0373889207839966, + 1.0509229898452759, + 1.0744318962097168, + 1.0107755661010742, + 0.9403738975524902, + 0.9354100823402405 ], "q80": [ - 1.2682971954345703, - 1.2702425718307495, - 1.239664077758789, - 1.2174897193908691, - 1.2065781354904175, - 1.2155629396438599, - 1.2398309707641602, - 1.240811824798584, - 1.2331410646438599, - 1.2164467573165894, - 1.2326842546463013, - 1.251672387123108, - 1.2885876893997192, - 1.3034658432006836, - 1.2739078998565674, - 1.2376470565795898, - 1.2269697189331055 + 1.3518985509872437, + 1.3941702842712402, + 1.3606092929840088, + 1.3091027736663818, + 1.3091776371002197, + 1.317547082901001, + 1.3663533926010132, + 1.402165174484253, + 1.3423404693603516, + 1.2951916456222534, + 1.3263347148895264, + 1.3458938598632812, + 1.379330039024353, + 1.4129185676574707, + 1.355064034461975, + 1.2969666719436646, + 1.3101783990859985 ], "q90": [ - 1.3094301223754883, - 1.3151092529296875, - 1.2952126264572144, - 1.273212194442749, - 1.2679336071014404, - 1.2713508605957031, - 1.2985038757324219, - 1.305957555770874, - 1.2964022159576416, - 1.2809231281280518, - 1.2935620546340942, - 1.3095386028289795, - 1.3458640575408936, - 1.366443157196045, - 1.3342082500457764, - 1.2930103540420532, - 1.2838038206100464 + 1.4116923809051514, + 1.46010160446167, + 1.43085777759552, + 1.3835461139678955, + 1.389774203300476, + 1.3998172283172607, + 1.4521520137786865, + 1.4904042482376099, + 1.4404546022415161, + 1.3972411155700684, + 1.4221428632736206, + 1.4486639499664307, + 1.4780583381652832, + 1.5155478715896606, + 1.4680813550949097, + 1.4032968282699585, + 1.4221484661102295 ] }, { @@ -4865,94 +4865,94 @@

TimesFM Forecast Evolution

"2025-12" ], "point_forecast": [ - 1.2892454862594604, - 1.2497223615646362, - 1.2063699960708618, - 1.2123697996139526, - 1.2295829057693481, - 1.2457282543182373, - 1.2520256042480469, - 1.1976659297943115, - 1.1560035943984985, - 1.15586519241333, - 1.168123483657837, - 1.188661813735962, - 1.1947652101516724, - 1.173640251159668, - 1.128365397453308, - 1.128602385520935 + 1.308534026145935, + 1.2531366348266602, + 1.1840306520462036, + 1.1782817840576172, + 1.2084763050079346, + 1.2545026540756226, + 1.274927020072937, + 1.1994743347167969, + 1.1394789218902588, + 1.156188726425171, + 1.1954529285430908, + 1.2332651615142822, + 1.2528390884399414, + 1.1938072443008423, + 1.1171810626983643, + 1.1114948987960815 ], "q10": [ - 1.2727627754211426, - 1.2367907762527466, - 1.1920455694198608, - 1.1937742233276367, - 1.2203925848007202, - 1.2314530611038208, - 1.2363964319229126, - 1.1829954385757446, - 1.1487408876419067, - 1.1405112743377686, - 1.1547985076904297, - 1.1740177869796753, - 1.1805450916290283, - 1.1459304094314575, - 1.1116427183151245, - 1.0966339111328125 + 1.1613372564315796, + 1.0875799655914307, + 1.001944661140442, + 0.9840514659881592, + 1.007962942123413, + 1.0463433265686035, + 1.0593615770339966, + 0.9795500636100769, + 0.9081113934516907, + 0.909833550453186, + 0.9397854804992676, + 0.975922703742981, + 0.9915326237678528, + 0.9177821278572083, + 0.8326608538627625, + 0.8251155614852905 ], "q20": [ - 1.11649489402771, - 1.0445278882980347, - 0.9846185445785522, - 0.9668428897857666, - 0.9715695977210999, - 0.9662386178970337, - 0.9553800821304321, - 0.9113569855690002, - 0.8853881359100342, - 0.8746424913406372, - 0.875267505645752, - 0.8781014680862427, - 0.8732690215110779, - 0.8478219509124756, - 0.8163697719573975, - 0.815811276435852 + 1.2182530164718628, + 1.1473758220672607, + 1.0678353309631348, + 1.0603934526443481, + 1.0821127891540527, + 1.1240471601486206, + 1.136155366897583, + 1.0599876642227173, + 1.0036592483520508, + 1.0086519718170166, + 1.0361974239349365, + 1.073402762413025, + 1.0851112604141235, + 1.0195001363754272, + 0.9370322823524475, + 0.9301173686981201 ], "q80": [ - 1.3429784774780273, - 1.3280879259109497, - 1.292254090309143, - 1.3056862354278564, - 1.3293191194534302, - 1.352075219154358, - 1.3609846830368042, - 1.3075883388519287, - 1.279836893081665, - 1.272203803062439, - 1.2965717315673828, - 1.3177393674850464, - 1.3210997581481934, - 1.295129418373108, - 1.2528834342956543, - 1.246609091758728 + 1.3971638679504395, + 1.3583506345748901, + 1.303146243095398, + 1.2997981309890747, + 1.3366568088531494, + 1.387356162071228, + 1.4141417741775513, + 1.3476420640945435, + 1.2929800748825073, + 1.308843970298767, + 1.3578758239746094, + 1.3880434036254883, + 1.4214482307434082, + 1.3698742389678955, + 1.2917252779006958, + 1.294302225112915 ], "q90": [ - 1.3865525722503662, - 1.3712806701660156, - 1.3499008417129517, - 1.3717585802078247, - 1.4015172719955444, - 1.4236888885498047, - 1.4422738552093506, - 1.3891522884368896, - 1.3545751571655273, - 1.349416732788086, - 1.363886833190918, - 1.3921372890472412, - 1.3967747688293457, - 1.3780581951141357, - 1.331864356994629, - 1.3187098503112793 + 1.4561058282852173, + 1.4243268966674805, + 1.3745051622390747, + 1.3758459091186523, + 1.4157195091247559, + 1.4680455923080444, + 1.4976587295532227, + 1.4359347820281982, + 1.3910266160964966, + 1.410952091217041, + 1.4549024105072021, + 1.495995283126831, + 1.521931529045105, + 1.4769847393035889, + 1.4060193300247192, + 1.4044501781463623 ] }, { @@ -5048,89 +5048,89 @@

TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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TimesFM Forecast Evolution

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