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Pytorch Book ⭐ 11,409

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》)

Machinelearning ⭐ 1,029

Machine learning algorithms implemented by pure numpy

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

Modern Computer Vision With Pytorch ⭐ 415

Modern Computer Vision with PyTorch, published by Packt

Deep Learning With Pytorch Chinese ⭐ 413

本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。

Coursera_deep_learning ⭐ 233

This something about deep learning on Coursera by Andrew Ng

Understanding_tensorflow_nn ⭐ 212

🔮Getting started with TensorFlow: Classifying Text with Neural Networks

Visualsearch_mxnet ⭐ 191

Visual Search using Apache MXNet and gluon

Deepeeg ⭐ 180

Deep Learning with Tensor Flow for EEG MNE Epoch Objects

Spinalnet ⭐ 149

SpinalNet: Deep Neural Network with Gradual Input

Data_science ⭐ 125

daily curated links in DS, DL, NLP, ML

Pytorch_tutorial ⭐ 111

A set of jupyter notebooks on pytorch functions with examples

Fcc_nn_research ⭐ 102

(somewhat) cleaned-up notebooks used in researching public comments for FCC Proceeding 17-108 (Net Neutrality Repeal)

Kaggle_moa_winner_hungry_for_gold ⭐ 89

Winning Solution of Kaggle Mechanisms of Action (MoA) Prediction.

Repository for the One class neural networks paper

Neural Networks ⭐ 82

practical introduction to Python for neural networks, with keras and tensorflow - Oct 2016

Deeplearning_for_vis Nir_spectra ⭐ 77

Deep Learning models applied to the analysis of VIS-NIR spectral data

Mnist Challenge ⭐ 64

My solution to TUM's Machine Learning MNIST challenge 2016-2017 [winner]

Nn_from_scratch ⭐ 54

Multilayer Neural Network using numpy.

Deeplearningtomobile ⭐ 46

Curated way to convert deep learning model to mobile⚡️

Oc Nn_old ⭐ 44

Models for one class neural networks

Distill Nn Tree ⭐ 40

Distillation of Neural Network Into a Soft Decision Tree

Spykesml ⭐ 40

A class for using ML algorithms for spike prediction

Handwritten Names Recognition ⭐ 38

The goal of this project is to solve the task of name transcription from handwriting images implementing a NN approach.

Nn Stochvol Calibrations ⭐ 37

We implement the paper: Deep Learning Volatility

Nlpclass ⭐ 35

Mlhep2019 ⭐ 34

MLHEP'19 slides and notebooks

Xw2020 Top1 ⭐ 24

“2020创青春·交子杯” 挑战赛 AI算法赛道 TOP1方案

Nn Dependability Kit ⭐ 23

Toolbox for software dependability engineering of artificial neural networks

School Of Ai ⭐ 23

Repository for Resources and Code used in Dehradun School of AI Workshops and Meetups

Chestrays Ml Classification ⭐ 23

Keras and TF convolutional NN classification test repo

A neural network quantum ground state solver

Paraphrase Classification ⭐ 21

MAVE-NN: genotype-phenotype maps from multiplex assays of variant effect

Tensorflowmnist ⭐ 18

Various neural networks on MNIST data using TensorFlow library

Machine_learning_0 100 ⭐ 18

Pytorch Hanbit ⭐ 17

Learningwithpython ⭐ 17

Credit Card Fraud ⭐ 17

Kaggle Dsb2019 ⭐ 16

This is a repository for the Kaggle competition "Data Science Bowl 2019"

Error bounded lossy compression of time series using prediction-quantization approach

Predict Soccer Ball Location ⭐ 16

"Predicting Ball Location From Optical Tracking Data" - contains data analysis, model development and testing

Arm_nn_examples ⭐ 16

How to run deep learning model on microcontroller with CMSIS-NN

Machine Learning Detect Cancer ⭐ 15

Using machine learning to classify lesions in breast ultrasound images

Egocom Dataset ⭐ 14

EgoCom: A Multi-person Multi-modal Egocentric Communications Dataset

Understanding_pytorch_nn ⭐ 14

🔮Getting Started with Pytorch: Text Classification Tutorial

Genetic_deep_learning ⭐ 13

Systemml Nn ⭐ 12

A deep learning library for Apache SystemML.

Tsp Essay ⭐ 12

A fun study of some heuristics for the Travelling Salesman Problem.

Machinelearning_notebook ⭐ 12

Notebooks for machine learning

Literate Computing Basics ⭐ 11

Literate Computing for Reproducible Infrastructure - Basic Practice

Deep Metal ⭐ 11

NLP analysis on heavy metal lyrics and NN-based lyrics generator

Python deep learning framework including [Convolutional] Restricted Boltzmann Machines (RBMs), [Convolutional] Neural Networks and Auto-Encoders, [Gated] RNNs and LSTMs

Things I taught at MIPT Data Mining In Action in Spring 2016

Convolutionalneuralnet_fromscratch ⭐ 10

Torch_kor_manual ⭐ 9

Torch manual translated from English to Korean.

Kaggle_talking_data ⭐ 8

11th solutions for Kaggle - TalkingData Mobile user demographics

Neural Network Model Manipulations ⭐ 7

Simple examples demonstrating techniques of deep learning model manipulation.

Image Classification Lab ⭐ 7

musical genres binary classification using pytorch.audio and keras

Udacity Mlnd Capstone ⭐ 7

Movie Sentiment Analysis ⭐ 7

Sentiment analysis of movie (IMDB) reviews using dataset provided by the ACL 2011 paper

Dataanalysis With Python ⭐ 7

'파이썬으로 데이터 주무르기'라는 책을 참고하여 다양한 데이터들을 파이썬으로 직접 분석해 본다.

Teias 2020 ⭐ 7

Tehran Institute for Advanced Studies - Data Science Winter School - 2020

Reinforcement_learning ⭐ 7

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Image Regression Age Prediction Fastai ⭐ 6

Hybrid_nn_hmm ⭐ 6

Tensorflow implementation of the Hybrid NN-HMM model

A pair of deep convolutional enoder-decoder networks that take 2D diffraction data and output the corresponding structure and phase

Pdenetgen ⭐ 6

Python package for NN generation from physics

Fair Automl ⭐ 6

Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021

Deep_learning_coursera Machine_learning_coursera ⭐ 6

NG深度学习机器学习Coursera视频作业

Clm5_parameteruncertainty ⭐ 6

Code for generating CLM5 parameter sensitivity and optimization

Nn Polar Decoder ⭐ 6

Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism

Machine Learning 2 Pitampura June 2019 ⭐ 6

Batch -2 Pitampura Summers 2019 | Vasudev

Python library for effective management and organising experiments on thе Google Colab platform with sharing and running in parallel across different Colab accounts. 😍

This is a tutorial to implement DeconvNet, Backpropagation, SmoothGrad, and GuidedBackprop using Keras.

Avito_demand_prediction_2018 ⭐ 5

Avito_demand_prediction_2018 solution, 131th place, bronze

Micro Airc ⭐ 5

This is micro size AI RC Car projects. Using Tensorflow lite for microcontroller.

Carbonaraextractor ⭐ 5

Product specifications extractor driven by a DOM Classifier.

Pytorch Nn Scripts ⭐ 5

Scripts of neural architectures implemented in PyTorch

Lanl Earthquake Prediction ⭐ 5

Predicting time to failure given the labs data.

Ml Series Source ⭐ 5

Source code for my ML blog series. Intro: http://benbrostoff.github.io/2017/09/19/why-ml

Exploring Fun and Useful AI Projects with Friends

Ml Notebooks 101 ⭐ 5

Beginner-friendly implementations of ML algorithms for various problems

Custom Convolutions ⭐ 5

Convolution is great, but have you tried these?

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