0nedividedbyzer0 Goto Github PK

commentaries

cs182_hw1_student

cs182_hw2_student

cs182_hw3_student

cs280_spring_2019

CS 280 Spring 2019 at UC Berkeley

data-science

For me to practice Data Science and Statistics

data-science-take-home-assignments

This repository contains data science take home assignments that I have encountered in company interviews

deepul

HW 1

google-homepage

heart-disease-patterns

A repository to practice using sklearn/tensorflow/data visualization/tableau/pandas all done on the UCI heart disease repository, Kaggle link here: https://www.kaggle.com/ronitf/heart-disease-uci

homework_fall2022

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2022)

hw4_student

ieor-142-242-python-project

Convert IEOR 142/242 R materials to Python

indeng-242-data-analysis-and-applications

Application in Data analysis (Fall 2019)

mctx

Monte Carlo tree search in JAX

ml-estimation

An implementation of an estimator for ML

nk_dsge

NK DSGE models stands for New Keynesian Dynamic Stochastic General Equilibrium Models. These are the current models in use for macroeconomic forecasting and policy design, including at the New York Fed: https://www.newyorkfed.org/research/policy/dsge#/overview The main difference is that this will be written in Python to be amenable to reinforcement learning and other such tools. In particular, we will be exploring the use of inverse reinforcement learning to improve the macroeconomic predictions, since ACE models are still too computationally infeasible for macroeconomics.

nlp23

project-sp21-skeleton

CS 170 Spring 2021 Project

python-hog

Python implementation of the Histogram of Oriented Gradients.

pytorch-ddpg

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

pytorch_sac

PyTorch implementation of Soft Actor-Critic (SAC)

qtiepie

My experiments with Financial/Quantitative Analysis and Modeling

robotics-code

Portfolio for my 2019 Robotics code

statistics

A repository of all my jupyter notebooks and notes on statistics. Inside, all the useful formulas are collected, all the standard python packages for doing statistics are demonstrated, and resources and explanations are given. It also has things at higher levels like multivariate regression etc. containing enough classes for any Statistics major

sunzi

A repository for a Xiangqi board and game without the AI

ucb-mit-robotics

Our prototype and educational code is here

wallstreetbots

Boom or Bust

wukong-xiangqi

Didactic Chinese chess Xiangqi engine by Code Monkey King