github.com
A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.
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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.
data-literacy.geckoboard.com
Simple and friendly way of teaching your non-data scientist/non-statistician colleagues. From Geckoboard's Data Literacy Lessons.
cloudera.com
Is a personal, portable Hadoop environment that comes with a dozen interactive Hadoop tutorials.
github.com
ML engine that supports distributed learning on Hadoop, Spark or your laptop via APIs in R, Python, Scala, REST/JSON.
github.com
A fast Evolution Strategy implementation in Python.
learn.deeplearning.ai
DeepLearning.AI Short Courses provides AI-assisted learning, courses, tutorials, or study support.
datascience.virginia.edu
University of Virginia School of Data Science advances data science and AI through interdisciplinary research, education, and collaboration.
dataschool.io
Data School provides AI-assisted learning, courses, tutorials, or study support.