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100-days-of-ml-code

100-Days-Of-ML-Code中文版

advanced-python

Advanced Python tutorials.

algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

complex-network-attack-simulator

This is a repository for simulation of complex network attack in Python with NetworkX.

dalai

The simplest way to run LLaMA on your local machine

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

gpt-ts

Reproduction of the paper "One Fits All: Power General Time Series Analysis by Pretrained LM"

largets

A time series library powered by large models.

liaoyuhua

Config files for my GitHub profile.

llm4ts

Large Language Models for Time Series.

llm4ts-pytorch

Reproduction of the paper "LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters"

mini-trainer

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

open-time-series-datasets

A collection of public time series data for machine learning research and modeling.

paas

PaaS: Prediction as a Service.

pretrained-time-series-model

Pretrain a time series model from scratch.

pytorch-forecasting

Time series forecasting with PyTorch

sorteddict-for-python

Sorted Dictionary for Python language.

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

tempo-pytorch

Reproduction of the paper "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting"

transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.