Gakkilovemath

Gakkilovemath's Stars

• floodsung/Deep-Learning-Papers-Reading-Roadmap

  Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

  Language:Python37.9k2.1k537.3k

• GokuMohandas/Made-With-ML

  Learn how to design, develop, deploy and iterate on production-grade ML applications.

  Language:Jupyter Notebook37k1.2k715.9k

• yunjey/pytorch-tutorial

  PyTorch Tutorial for Deep Learning Researchers

  Language:Python29.8k6241798.1k

• google/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python29.8k3295.5k2.7k

• lutzroeder/netron

  Visualizer for neural network, deep learning and machine learning models

  Language:JavaScript27.5k2991.1k2.7k

• keon/awesome-nlp

  :book: A curated list of resources dedicated to Natural Language Processing (NLP)

  16.5k613552.6k

• rougier/scientific-visualization-book

  An open access book on scientific visualization using python and matplotlib

  Language:Python10.3k18843972

• probml/pyprobml

  Python code for "Probabilistic Machine learning" book by Kevin Murphy

  Language:Jupyter Notebook6.5k1934551.5k

• pytorch/ignite

  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

  Language:Python4.5k591.4k609

• facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.

  Language:Python3.1k45359274

• aaron-xichen/pytorch-playground

  Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

  Language:Python2.6k5350607

• m2dsupsdlclass/lectures-labs

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

  Language:Jupyter Notebook1.4k795660

• machow/siuba

  Python library for using dplyr like syntax with pandas and SQL

  Language:Python1.1k2230348

• bayesgroup/deepbayes-2018

  Seminars DeepBayes Summer School 2018

  Language:Jupyter Notebook1k796274

• stan-dev/rstan

  RStan, the R interface to Stan

  Language:R1k70926264

• iml-wg/HEP-ML-Resources

  Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

  Language:TeX3304816115

• ccanonne/probabilitydistributiontoolbox

  Folklore facts on probability distribution learning, testing, and whatever-ing

  Language:TeX25316010

• philipphennig/NumericsOfML

  Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen

  Language:Jupyter Notebook1828324

• probml/ssm-book

  Interactive textbook on state-space models

  Language:Jupyter Notebook16915213

• rflamary/OTML_DS3_2018

  Practical sessions for the Optimal Transport and Machine learning course at DS3 2018

  Language:Jupyter Notebook8510131

• rbardenet/bml-course

  Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille

  Language:Jupyter Notebook7213517

• xorJane/Introduction_to_Julia_tutorials

  These are the jupyter notebooks used for intro tutorials to teach Julia

  Language:Jupyter Notebook707248

• formll/dog

  DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule

  Language:Python57322

• jaapwalhout/data.table-tutorial-uros2018

  Language:R31511

• gmanzog/DeepLearningCreditRiskModeling

  Replication codes for Deep Learning Credit Risk Modeling by Manzo, Qiao

  Language:Python21207

• amkatrutsa/cvx_opt_sda2021

  Convex optimization course in Yandex School of Data Analysis

  Language:Jupyter Notebook530

• scottroy/optimal-quadratic-averaging

  A Matlab implementation of the optimal quadratic averaging algorithm.

  Language:MATLAB3300

• Gakkilovemath/POT

  Python Optimal Transport library

  Language:Python1200

• Gakkilovemath/qreg

  Data sparse and non-parametric quantile regression

  Language:Python1200

• Gakkilovemath/xgboost

  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

  Language:C++1201