durbin-watson Goto Github PK

adtk

A Python toolkit for unsupervised anomaly detection in time series

awesome-nlp

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

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

bayesianrecurrentnn

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

colabcode

Run VSCode (codeserver) on Google Colab or Kaggle Notebooks

cs-180

UCLA CS 180

dask-tutorial

Dask tutorial

data-science--cheat-sheet

Cheat Sheets

data-science-from-scratch

code for Data Science From Scratch book

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deep-learning-notes

My handwritten notes from Udacity's Deep Learning Course

deeplearning-models

A collection of various deep learning architectures, models, and tips

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

effective-pandas

Source code for my collection of articles on using pandas.

enlp

A python library of commonly used NLP functions for processing, understanding and visualisation.

ete

Python package for building, comparing, annotating, manipulating and visualising trees. It provides a comprehensive API and a collection of command line tools, including utilities to work with the NCBI taxonomy tree.

example-code

Example code for the book Fluent Python

fastai

The fastai deep learning library, plus lessons and tutorials

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

fastbook

Draft of the fastai book

free-programming-books

:books: Freely available programming books

gbtorch

Adaptive and automatic gradient boosting computations.

gitgit

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hickle

a HDF5-based python pickle replacement

integrating-pandas-with-scikit-learn

Tutorial covering a new workflow available going from pandas to scikit-learn

intro-to-python

Introduction to the Python Programming Language

jupyterlab-git

A Git extension for JupyterLab

kaggle-pipeline

keras-gan

Keras implementations of Generative Adversarial Networks.