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learnml

This is the Study Guide for Learn Machine Learning in 3 Months (PyTorch Curriculum) by Siraj Raval on Youtube

machine-learning-notebooks

Assorted exercises and proof-of-concepts to understand and study machine learning and statistical learning theory

mdos

MDOS motif discovery using orthologous sequences (alignment independent)

medicaldataaugmentationtool-verse

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

medsegref

minerl

ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

models

Models built with TensorFlow

naivechain

A blockchain implementation in 200 lines of code

nlptutorial

A Tutorial about Programming for Natural Language Processing

nmt-tips

A tutorial about neural machine translation including tips on building practical systems

nsf-proposal-latex

An NSF proposal template in LaTeX

openai-cookbook

Examples and guides for using the OpenAI API

plotneuralnet

Latex code for making neural networks diagrams

projects

pvaluation

Quantamental finance research with python

pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

python-tutorial-notebooks

Python tutorials as Jupyter Notebooks for NLP, ML, AI

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

questionansweringoverfb

rc-cnn-dailymail

CNN/Daily Mail Reading Comprehension Task

rlntm

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

sempre

Semantic Parser with Execution

seqmatchseq

sippycup

SippyCup is a simple semantic parser, written in Python, created purely for didactic purposes.

spinn

SPINN (Stack-augmented Parser-Interpreter Neural Network): fast, batchable, context-aware TreeRNNs

sysbioshortcourse