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analyzingneuraltimeseries

Code for ANTS book (Cohen, 2012, MIT Press)

ants_youtube_videos

The code and data files that accompany a 9-part lecture series on analyzing M/EEG/LFP data.

autograd

Efficiently computes derivatives of numpy code.

bazelisk

A user-friendly launcher for Bazel.

calculuswithpython

Master calculus 1 using Python: derivatives and applications

cbc

COIN-OR Branch-and-Cut solver

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

cvxpy

A Python-embedded modeling language for convex optimization problems.

cyipopt

Cython interface for the interior point optimzer IPOPT

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

deepunderstandingofdeeplearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

diffcp

Differentiation through cone programs

dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

ged_tutorial

Code accompanying publication on GED tutorial

ipopt

COIN-OR Interior Point Optimizer IPOPT

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jupyterlab

JupyterLab computational environment.

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

mealpy

A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)

mealpy_examples

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

nutrify

Take a photo of food and learn about it.

plasticity

Solving continuum plasticity

pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

pythonclient

pytorch

Deep Learning in PyTorch Notebooks

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

qisge

Playing Python Games in Unity

snopt-python

tensorflow

An Open Source Machine Learning Framework for Everyone