github.com
Python bindings for ZPar, a statistical part-of-speech-tagger, constituency parser, and dependency parser for English.
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karsdorp.io
Course for Python programming for the Humanities, assuming no prior knowledge. Heavy focus on text processing / NLP.
nostarch.com
This fast-paced intro to programming with Python will have you writing code, solving problems, and making cool projects in no time.
github.com
Peer-to-peer network of data owners and data scientists who can collectively train AI models using PySyft.
github.com
Multidimensional cluster generation in Python.
github.com
Hidden Markov Models for Python, implemented in Cython for speed and efficiency.
github.com
A Python-inspired implementation of the Optimum-Path Forest classifier.
github.com
A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.
github.com
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
github.com
IPython notebooks for a complete course around understanding Nervana's Neon.
github.com
Methods for dimensionality reduction.
github.com
Lightweight ML utility for automated training, evaluation, and prediction with CLI and Python API support.
github.com
A minimal, educational, Pythonic implementation of autograd (~100 loc).
github.com
Metric Learning Algorithms in Python.
github.com
A Python module for metric learning.
meka.sourceforge.net
An open source implementation of methods for multi-label classification and evaluation (extension to Weka).
mathgptpro.com
Mathos AI provides AI-assisted learning, courses, tutorials, or study support.
Supports teaching, studying or skills practice with AI-guided learning tools.
making.lyst.com
A Python implementation of a number of popular recommendation algorithms for both implicit and explicit feedback.
github.com
Simple API for Neural Network. Better for image processing with CPU/GPU + Transfer Learning.
victorzhou.com
A beginner-friendly guide on using Keras to implement a simple Neural Network in Python.
IPython notebooks from Data School's video tutorials on scikit-learn.
imbalanced-learn.org
Python module to perform under sampling and oversampling with various techniques.
github.com
Python materials for the online course on diffusion models by @huggingface.