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ALan's Projects

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

face_recognition icon face_recognition

The world's simplest facial recognition api for Python and the command line

facets icon facets

Visualizations for machine learning datasets

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

igan icon igan

Interactive Image Generation via Generative Adversarial Networks

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lz4 icon lz4

Extremely Fast Compression algorithm

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

models icon models

Pre-trained and Reproduced Deep Learning Models (经典复现模型)

obs icon obs

Open Broadcaster Software (Deprecated: See OBS Studio repository instead)

obs-studio icon obs-studio

OBS Studio - Free and open source software for live streaming and screen recording

opennmt icon opennmt

Open Source Neural Machine Translation in Torch (deprecated)

paddle icon paddle

PArallel Distributed Deep LEarning (PaddlePaddle核心框架,高性能单机、分布式训练和跨平台部署)

paddle-mobile icon paddle-mobile

Multi-platform embedded deep learning framework (多平台高性能嵌入式深度学习框架)

paperrobot icon paperrobot

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

pix2pixhd icon pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

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