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ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

anaconda-cpd-mortgage-approval

Demo usage of custom anaconda channel inside CPD WS project

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

beginner_master_rl

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bike-share-data-analysis

Analyze the bike-share data to make business recommendations

credit-default-notebook

Credit Default - Financial organisation want to perform Credit default analysis from existing data base to know if customer would default in case loan provided

cyclegan

PyTorch implementation of CycleGAN

data-analysis-using-python

notebooks related to Data analysis using Python

data-science-ebooks

Data Science E-books, Interview Resources and Cheat-sheets

data-science-for-beginners

10 Weeks, 20 Lessons, Data Science for All!

data_science_capstone

SpaceX's Falcon 9 data analysis, visualization, and machine learning model development for IBM Data Science Professional Course

datasciencecoursera

for Data Science class on Coursera

dataviz

A book covering the fundamentals of data visualization

deep-forecasting

Perform multivariate time series forecasting using LSTM networks and DeepLIFT for interpretation

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplearning

Python implementation of Deep Learning book

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

demo_test1

dlinear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

ecm-in-python

I implement and test an ECM on JP Morgan's stock and the S&P500

esl_solution

examples

TensorFlow examples

facenet

Face recognition using Tensorflow

fjspdrl

The code and data will be published after accepting our paper

grade-analysis-r-package

have-fun-with-machine-learning

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

house-prices-advanced