It implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.
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Methods for dimensionality reduction.
A library of shared system prompts for creating customized educational GPT agents.
IPython notebooks for a complete course around understanding Nervana's Neon.
A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.
Reference implementations of ML models written in numpy.
Numenta Platform for Intelligent Computing.
A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.
Examples and guides for using the OpenAI API.
A Python-inspired implementation of the Optimum-Path Forest classifier.
Swift Language Bindings of TensorFlow. Using native TensorFlow models on both macOS / Linux.
Hidden Markov Models for Python, implemented in Cython for speed and efficiency.
Multidimensional cluster generation in Python.
Peer-to-peer network of data owners and data scientists who can collectively train AI models using PySyft.
This fast-paced intro to programming with Python will have you writing code, solving problems, and making cool projects in no time.
Course for Python programming for the Humanities, assuming no prior knowledge. Heavy focus on text processing / NLP.
Python bindings for ZPar, a statistical part-of-speech-tagger, constituency parser, and dependency parser for English.
R news and tutorials contributed by hundreds of R bloggers.
Tutorial on Python time-series model deployment.
Generate full-length songs in seconds with Remusic - a free AI music generator that generates high-quality tracks up to 4 minutes long instantly.
Cloud native AI, analytic and data management platform that supports the analytics life cycle.
SciPy tutorials. This is outdated, check out scipy-lecture-notes.
My daily sufferings as a PhD student at Berkeley.
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