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Toward Multimodal Image-to-Image Translation

Datasets, papers and books on AI & Finance.

[ICCV 2023] DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

ChirpStack Network Server is an open-source LoRaWAN network-server.

Multi-class confusion matrix library in Python

《深度学习与计算机视觉》配套代码

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

pyntcloud is a Python library for working with 3D point clouds.

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

OpenMMLab Foundational Library for Training Deep Learning Models

Multimodal RL training framework for diffusion & omni models

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Model analyzer in PyTorch

A Python Library for Graph Outlier Detection (Anomaly Detection)

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测，烟雾检测

Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)

Tutorials and training material for the H2O Machine Learning Platform

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

Google Deep Learning Notes（TensorFlow教程）

wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

Neural machine translation and sequence learning using TensorFlow

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

A toolkit for time series machine learning and deep learning

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

Machine Learning Platform and Recommendation Engine built on Kubernetes

A Graph Neural Network Library in Jax

✍️ A carefully curated list of NLP paper summaries

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

Internet-scale Neural Networks

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

Collective communications library with various primitives for multi-machine training.

Improving Convolutional Networks via Attention Transfer (ICLR 2017)

中文命名实体识别，实体抽取，tensorflow，pytorch，BiLSTM+CRF

The collaboration workspace for Machine Learning

Deep Learning Toolkit for Medical Image Analysis

A General NeRF Acceleration Toolbox in PyTorch.

:memo: Подборка ресурсов по машинному обучению