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imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

interviews

Everything you need to know to get the job.

java

The Squash client library for Java projects.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-rl

Deep Reinforcement Learning for Keras.

lab

A customisable 3D platform for agent-based AI research

lda2vec

lectures

Oxford Deep NLP 2017 course

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.

machine-learning-with-python

Python codes for common Machine Learning Algorithms

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

mask_rcnn

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

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

mlalgorithms

Minimal and clean examples of machine learning algorithms

mlclass

Python code for Machine Learning course from Coursera

models

Models built with TensorFlow

multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

netron

Visualizer for deep learning and machine learning models

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_course

YSDA course in Natural Language Processing

nlp_sentiment_analysis_project

Classifying movie reviews for sentiment analysis using Nature Language Processing and Out-of-core Learning

nn4nlp-code

Code Samples from Neural Networks for NLP

pandas_numpy_tutorial

Comprehensive Tutorial for Pandas and Numpy

practical_rl

A course in reinforcement learning in the wild

private-ai

Repo for Udacity's Secure & Private AI course

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pure-bash-bible

📖 A collection of pure bash alternatives to external processes.