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1804_python_healthcare

pdf, py, and jupyter notebook files for https://pythonhealthcare.org/

acme

A library of reinforcement learning components and agents

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

babyagi

bilateral

Bilateral Filter implementation both in Python and C++

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

computervision-ransac

Fit RANSAC lines on edge detected images - Sequential RANSAC

conditionbasedmaintenanceplanner_rlapproach

It contains a python-based survival analysis model to study the lifetime of machines in a 3-unit flowline production system, The simulation environment to be used with the RL algorithm for maintenance planning, Q-learning algorithm based maintenance policy, corrective and preventive maintenance policy simulations for comparison.

course-content

Summer course content for Neuromatch Academy

coursework-bilateral-filter

Bilateral filter implemented in Python 2, using the pypng library.

deep-rl-udacity

Repo for the Deep Reinforcement Learning Nanodegree program

dream

Mirror of https://lab.nexedi.com/nexedi/dream ; Please submit patches and issues there

fas-simulation-rl

gmail-gpt

gpt4-pdf-chatbot-langchain

GPT4 & LangChain Chatbot for large PDF docs

hyperparameteroptimizationand-selection

Examining the effect of hyperparameters and Exploring the relationship between hyperparameters through experimentation: Building, Training, and Tuning an Image Classification Model with TensorFlow and PyTorch – A CIFAR-10 dataset Use case.

ikea-rl-env

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks

learninghospital

Combining Deep RL and SimPy models of hospital systems

lstm_networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

manim

Animation engine for explanatory math videos

math-as-code

a cheat-sheet for mathematical notation in code form

mathclub

mathematical methods for neuroscience and machine learning

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

openai-cookbook

Examples and guides for using the OpenAI API

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

precourse

A repo for the pre-course work at home exercises

prodsim

ProdSim is a process-based discrete event simulation for production environments based on the SimPy framework

python_for_image_processing_apeer

https://www.youtube.com/playlist?list=PLHae9ggVvqPgyRQQOtENr6hK0m1UquGaG

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

recurrent_neural_network

This is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube