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learn-cantrill-io-labs

Standard and Advanced Demos for learn.cantrill.io courses

learndatawithmark

Code and scripts behind the @LearnDataWithMark YouTube channel

learn_prompting

lida

Automatic Generation of Visualizations and Infographics using Large Language Models

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llms

Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.

local-llms-analyse-finance

In this project, I explored how local LLMs can be used to label data and support analyses. Specifically, I used Llama2 model to automatically categorise my bank transaction data.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machinelearningsamples-churnprediction

MachineLearningSamples-ChurnPrediction

malware_training_vol1

Materials for Windows Malware Analysis training (volume 1)

minichain

A tiny library for coding with large language models.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

ml-study-guide

Minimal Machine Learning Study Plan

ml-surveys

📋 Survey papers summarizing advances in machine learning.

mlx-playground

mlx implementations of various transformers, speedups, training

ml_dl_course

my-codes-of-machine-learning

netbox

IP address management (IPAM) and data center infrastructure management (DCIM) tool.

nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

object-detection

In this tutorial, you will perform inference across 10 well-known pre-trained object detectors and fine-tune on a custom dataset. Design and train your own object detector.

opengpts

open_clip

An open source implementation of CLIP.

optimizing-bigquery

panel

Panel: The powerful data exploration & web app framework for Python

pdfplumber

Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.

powerbi

prompt-engineering-guide

:octopus: Guides, papers, lecture, and resources for prompt engineering

pwic_talk_2021

Code from the talk

pycaret

An open-source, low-code machine learning library in Python

pytimetk

The time series toolkit for python.