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awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

blog-posts

A repository to hold the notebooks (and any code) related to blog posts

codata2018_git

Teaching git

codata2018git

Learning git

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

cv

My Curriculum Vitae

deep-learning-ime

emap

flask-restly

Library to build REST API with Flask

geometric-states

Quantum States sensitive to geometric quantities. The models come from putting restrictions to higher gauge theories

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

imbalanced_learning

Repository for the "Imbalanced Binary Classification" review

integratedgradients

Python implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.

jax

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

kaggle

Kaggle data science competitions.

lstm-neural-network-for-time-series-prediction

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

minimal_flask_example_heroku

ml-course

A set of python notebooks concerning Machine Learning, for educative purposes.

multilabel-classification

Repository for the Albert Einstein Hosital's data science case

neural_differential_equations

This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube

open-source-cs

Video discussing this curriculum:

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

qiskit-aqua

Aqua provides a library and tools to build applications for noisy quantum computers.

qiskit-global-summer-school-2023

reveal.js

The HTML Presentation Framework

scikit-learn

scikit-learn: machine learning in Python

shap

A unified approach to explain the output of any machine learning model.

swift

Swift for TensorFlow Project Home Page

tensornetwork

A TensorFlow library for easy and efficient manipulation of tensor networks.