mayawz Goto Github PK

120-data-science-interview-questions

Answers to 120 commonly asked data science interview questions.

awesome-python-data-science

Probably the best curated list of data science software in Python.

best-of-ml-python

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

brain_circuit_interaction

OFC-PCC interaction transforming value comparison to action comparison

cs-video-courses

List of Computer Science courses with video lectures.

dashboard_with_jupyterdash

est_intrinsic_neural_signal_dim

Estimate the intrinsic dimensionality of spiking neural activity across multiple simultaneously recorded brain regions

gitignore

A collection of useful .gitignore templates

handcalcs

Python library for converting Python calculations into rendered latex.

historical_stockrevenue_dashboard

human_mate_selection

Decision strategy trade-off when choosing long-term partners

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

ml-interviews-book

https://huyenchip.com/ml-interviews-book/

monkeys_are_curious

Quantify monkey curiosity with information theory: data collection (task), analyses, findings

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralnetsfromscratch

Book and code where describe each and every topic of neural network from scratch.

neuro-inspired_rnn

RNN structure and back propagation inspired by orbitofrontal cortex (OFC) computation

open-sora

Open-Sora: Democratizing Efficient Video Production for All

opendatasets

A Python library for downloading datasets from Kaggle, Google Drive, and other online sources.

palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

predict_heartdisease_w_decisiontrees

mayawz/Predict_HeartDisease_w_DecisionTrees

pytorch_zero_to_mastery

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

quickref

⭕ Share quick reference cheat sheet for developers.

reward_simulation

Full set: data collection, cleaning, analyses, findings

simba

Simba

social_inference

Observational learning based on social inference: Data collection (task), preliminary findings

spacex_firststage_landing_prediction

Predict First Stage Landing Success of SpaceX Falcon9 Based on Past Launches

sql_in_python_analysis

Query data with SQL in Python and conduct analysis

ssm

Bayesian learning and inference for state space models