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3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

ai-self-learning

期望做一份好的人工智能（AI）的自学指南。关键词：人工智能、大模型（LLM）、深度学习、机器学习、计算机、数学基础、工程部署与应用

bytedance_icme2019_challenge_baseline

Bytedance_ICME2019_challenge_baseline

bytedance_icme_challenge

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

cifar-10-cnn

Play deep learning with CIFAR datasets

cifar-zoo

PyTorch implementation of CNNs for CIFAR benchmark

cs25-notes

Stanford CS 25 | Transformers United 课程笔记，「首个Transformers专题讲座，NLP、CV和RL无所不包」

darknet

Convolutional Neural Networks

deconvfaces

Generating faces with deconvolution networks

deep-learning-book

MIT Deep Learning Book in PDF format

deep-time-series

Deep learning PyTorch library for time series forecasting

deep_matrix_factorization

Code for Implicit Regularization in Deep Matrix Factorization.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dmtk

Microsoft Distributed Machine Learning Toolkit

easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

google-research

Google Research

implicit_sparsity_dlm

A Supplementary material of "implicit regularization of deep linear model for sparse recovery"

interpretable-ml-book

Book about interpretable machine learning

keras

Deep Learning for humans

key-book

key-book

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llm-deploy

大模型部署的教程

llms-from-scratch-cn

从零搭建一个基于Transformer的大语言模型（LLM）-中文版

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT

mindful_net

A Classification DL model that combines autoencoders and 1DCNN