From 7a019b3432a62ae8827d73daa5b2163b084dfd37 Mon Sep 17 00:00:00 2001 From: Abdul Fatir Date: Fri, 17 May 2024 15:38:42 +0200 Subject: [PATCH] Update README and bump version (#74) Adds news about the fix to tokenizer `output_transform`. Co-authored-by: Abdul Fatir Ansari --- README.md | 1 + pyproject.toml | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 96e6da2..2c6651a 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,7 @@ ## ๐Ÿš€ News +- **17 May 2024**: ๐Ÿ› Fixed an off-by-one error in bin indices in the `output_transform`. This simple fix significantly improves the overall performance of Chronos. We will update the results in the next revision on ArXiv. - **10 May 2024**: ๐Ÿš€ We added the code for pretraining and fine-tuning Chronos models. You can find it in [this folder](./scripts/training). We also added [a script](./scripts/kernel-synth.py) for generating synthetic time series data from Gaussian processes (KernelSynth; see Section 4.2 in the paper for details). Check out the [usage examples](./scripts/). - **19 Apr 2024**: ๐Ÿš€ Chronos is now supported on [AutoGluon-TimeSeries](https://auto.gluon.ai/stable/tutorials/timeseries/index.html), the powerful AutoML package for time series forecasting which enables model ensembles, cloud deployments, and much more. Get started with the [tutorial](https://auto.gluon.ai/stable/tutorials/timeseries/forecasting-chronos.html). - **08 Apr 2024**: ๐Ÿงช Experimental [MLX inference support](https://github.com/amazon-science/chronos-forecasting/tree/mlx) added. If you have an Apple Silicon Mac, you can now obtain significantly faster forecasts from Chronos compared to CPU inference. This provides an alternative way to exploit the GPU on your Apple Silicon Macs together with the "mps" support in PyTorch. diff --git a/pyproject.toml b/pyproject.toml index 15f914e..28c096b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "chronos" -version = "1.1.0" +version = "1.2.0" requires-python = ">=3.8" license = { file = "LICENSE" } dependencies = [