zhangzw16
Ph.D. student specializing in AI for Time Series at Tsinghua university. More info at https://zhangzw16.github.io
Tsinghua Univ.Beijing, China
zhangzw16's Stars
langgenius/dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
MonitorControl/MonitorControl
š„ Control your display's brightness & volume on your Mac as if it was a native Apple Display. Use Apple Keyboard keys or custom shortcuts. Shows the native macOS OSDs.
Aider-AI/aider
aider is AI pair programming in your terminal
bentoml/OpenLLM
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
xorbitsai/inference
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.
awslabs/gluonts
Probabilistic time series modeling in Python
google-research/timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
nalepae/pandarallel
A simple and efficient tool to parallelize Pandas operations on all availableĀ CPUs
salesforce/Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
SalesforceAIResearch/uni2ts
Unified Training of Universal Time Series Forecasting Transformers
Time-MoE/Time-MoE
[ICLR 2025 Spotlight] Official implementation of "Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts"
decisionintelligence/TFB
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
Nixtla/tsfeatures
Calculates various features from time series data. Python implementation of the R package tsfeatures.
nikdon/pyEntropy
Entropy for Python
uctb/UCTB
An Open Source Spatio-Temporal Prediction Package
MattWillFlood/EntropyHub
An open-source toolkit for entropic data analysis.
microsoft/ProbTS
ProbTS is a benchmarking toolkit for time series forecasting.
UConn-DSIS/Empowering-Time-Series-Analysis-with-LLM
Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"
PKU-CMEGroup/InverseProblems.jl
XDZhelheim/Torch-MTS
My personal PyTorch framework for multivariate time series forecasting.
ameliawong1996/From_News_to_Forecast
This repository is for the paper entitled: From News to Forecast: Integrating Event Analysis in LLM-based Time Series Forecasting with Reflection (NeurIPS 2024)
SalesforceAIResearch/gift-eval
NetManAIOps/ChatTS
ChatTS: Understanding, Chat, Reasoning about Time Series with TS-MLLM
augustinas1/Nessie
Neural Estimation of Stochastic Simulations for Inference and Exploration
mattgalarneau/Hangman-NLP
ChongKaKam/TAMA
Code for TAMA: See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers.
zhangzw16/Tensor-Time-Series
Papers and datasets for tensor time series.
mendozamanu/milan-mobility
Experiments with a mobility dataset of the city of Milan from the Telecom Italia Big Data Challenge (2014)
zhangzw16/Hangman-Game-Solvers
NLP and Deep learning solvers for Hangman Game