Maya Z Wang's repositories
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.
Est_Intrinsic_Neural_Signal_Dim
Estimate the intrinsic dimensionality of spiking neural activity across multiple simultaneously recorded brain regions
Neuro-inspired_RNN
RNN structure and back propagation inspired by orbitofrontal cortex (OFC) computation
Predict_HeartDisease_w_DecisionTrees
mayawz/Predict_HeartDisease_w_DecisionTrees
Reward_Simulation
Full set: data collection, cleaning, analyses, 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
gitignore
A collection of useful .gitignore templates
handcalcs
Python library for converting Python calculations into rendered latex.
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.
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
pytorch_zero_to_mastery
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
QuickRef
⭕ Share quick reference cheat sheet for developers.
simba
Simba
Social_Inference
Observational learning based on social inference: Data collection (task), preliminary findings
ssm
Bayesian learning and inference for state space models