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hchc2000's Projects

blueprints-text icon blueprints-text

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dataherald icon dataherald

Interact with your SQL database, Natural Language to SQL using LLMs

essential-math-for-ai icon essential-math-for-ai

This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media

fabric icon fabric

fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

gpt4all icon gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

grok_ml icon grok_ml

Repository for the book Grokking Machine Learning, by Manning Editors

handson-ml3 icon handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

historical-docs-analysis icon historical-docs-analysis

Code to go along with my "Solving Real World Data Science Problems with LLMs (Historical Doc Analysis)" video.

llama-gpt icon llama-gpt

A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device.

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