ujjwalkarn

followers

following

stars

Meta

https://ujjwalkarn.me/blog/

Organizations

facebookresearch

Ujjwal Karn's starred repositories

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

Language:PythonNOASSERTION64378 3325 88

keras

Deep Learning for humans

Language:PythonApache-2.061287 1912 11976

scikit-learn

scikit-learn: machine learning in Python

Language:PythonBSD-3-Clause58844 2138 10991

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, Dask, Flink and DataFlow

Language:C++Apache-2.025788 912 5214

Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

Language:PythonNOASSERTION9865 539 2681

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

Language:PythonNOASSERTION7140 124 649

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

Language:PythonNOASSERTION4820 116 472

Lasagne

Lightweight library to build and train neural networks in Theano

Language:PythonNOASSERTION3841 217 517

pylearn2

Warning: This project does not have any current developer. See bellow.

Language:PythonBSD-3-Clause2752 267 443

DiagrammeR

Graph and network visualization using tabular data in R

Language:RNOASSERTION1682 68 395

Metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

Language:PythonNOASSERTION1624 87 19

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

Language:R1597 105 1087

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

Language:C++NOASSERTION1100 102 89

cxxnet

move forward to https://github.com/dmlc/mxnet

Language:C++NOASSERTION1025 178 187

nolearn

Combines the ease of use of scikit-learn with the power of Theano/Lasagne

Language:PythonMIT947 56 206

DAT3

General Assembly's Data Science course in Washington, DC

Language:Roff659 1070

Kaggle

Codes for Kaggle Competitions

Language:Jupyter Notebook502 560

CleverAlgorithmsMachineLearning

Defunct

caretEnsemble

caret models all the way down :turtle:

Language:HTMLNOASSERTION226 26 190

py_ml_utils

Some small utility modules to help with pandas, numpy and sklearn usage in other projects

Language:Python181 12 15

data-projector

Visualizing High-Dimensional Data in the Browser with SVD, t-SNE and Three.js

Language:JavaScriptMIT166 140

notebooks

Language:Jupyter Notebook160 150

gbm

Gradient boosted models

Language:C++NOASSERTION106 28 26

FeatureHashing

Implement feature hashing with R

Language:C++GPL-3.097 4 93

Kaggle-stuff

Just some of my kaggle scripts

Language:Python89 70

medley

A system for blending regression models in R

Language:RBSD-2-Clause75 6 2

kaggle-Otto

12th solution for the Otto Group Product Classification Challenge on Kaggle

Language:PythonMIT48 30

kaggle

Public Kaggle Code and Info

Language:R43 15 5

kaggle_otto

Kaggle Otto Group Product Classification Challenge

Language:PythonBSD-3-Clause34 40

py-coursera-neural

Python code for Coursera Neural Networks class taught by Professor Geoffrey Hinton

Language:Python23 160