zhangzw16

pandarallel

A simple and efficient tool to parallelize Pandas operations on all available CPUs

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

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.

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.

OpenLLM

Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.

ProbTS

ProbTS is a benchmarking toolkit for time series forecasting.

gluonts

Probabilistic time series modeling in Python

EntropyHub

An open-source toolkit for entropic data analysis.

pyEntropy

Entropy for Python

UCTB

An Open Source Spatio-Temporal Prediction Package

TFB

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://www.vldb.org/pvldb/vol17/p2363-hu.pdf

Tensor-Time-Series

Papers and datasets for tensor time series.

Hangman-Game-Solvers

NLP and Deep learning solvers for Hangman Game

Nessie

Neural Estimation of Stochastic Simulations for Inference and Exploration

InverseProblems.jl

Hangman-NLP

milan-mobility

Experiments with a mobility dataset of the city of Milan from the Telecom Italia Big Data Challenge (2014)

TADNet

Code for ICASSP 2024 paper "Unravel Anomalies: An End-to-end Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection".

SageFormer

Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".

nprintml

nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.

benchmarks

A central repository to track the progress of network traffic analysis

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

audio-diffusion

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

riffusion

Stable diffusion for real-time music generation

onsets-and-frames

A Pytorch implementation of Onsets and Frames (Hawthorne 2018)

PolyphonicPianoTranscription

Recurrent Neural Network for generating piano MIDI-files from audio (MP3, WAV, etc.)

PcapPlusPlus

PcapPlusPlus is a multiplatform C++ library for capturing, parsing and crafting of network packets. It is designed to be efficient, powerful and easy to use. It provides C++ wrappers for the most popular packet processing engines such as libpcap, Npcap, WinPcap, DPDK, AF_XDP and PF_RING.

ET-BERT

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

DLWF

Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"