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100-days-of-ml-code

100-Days-Of-ML-Code中文版

ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

asvspoof2019

Our submission to the ASVspoof 2019: Automatic Speaker Verification Spoofing and Countermeasures Challenge

awesome-vision-attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

dam

Official code for DAM: Dynamic Adapter Merging for Continual Video QA Learning

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepfake-detection

The Pytorch implemention of Deepfake Detection based on Faceforensics++

deepfake-image-detection

Predict if an image is real or generated by GANs (fake)

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

face2face-demo

pix2pix demo that learns from facial landmarks and translates this into a face

faceforensics

Github of the FaceForensics dataset

faceswap-deepfake-pytorch

Faceswap with Pytorch or DeepFake with Pytorch

fake-face-detection

some collected paper and personal notes relevant to Fake Face Detetection

fsed

icpr2020dfdc

Video Face Manipulation Detection Through Ensemble of CNNs

joyful-pandas

pandas中文教程

lp-dif

project-nn-pytorch-scripts

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

sklearn-doc-zh

:book: [译] scikit-learn（sklearn） 中文文档

tacotron2

Tacotron 2 - PyTorch implementation with faster-than-realtime inference