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Yongjun Zhang's Projects

dolly icon dolly

Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform

dowhy icon dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dplp icon dplp

A RST Parser with a trained model

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

dtm icon dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

economictracker icon economictracker

Download data from the Opportunity Insights Economic Tracker — https://tracktherecovery.org/

engagement-and-stock-price-analysis-of-ceos-on-twitter icon engagement-and-stock-price-analysis-of-ceos-on-twitter

Project on engagement and stock price analysis of CEOs on Twitter. Extracted the data from Twitter API and Yahoo Finance and implemented sentiment analyzer, topic modeling (LDA), stock price regression and engagement analysis to determine the factors that make a CEO influential

ernie icon ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

essentia icon essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

ethnicolr icon ethnicolr

Predict Race and Ethnicity Based on the Sequence of Characters in a Name

example-scripts icon example-scripts

A repository of academic resources to help make use of the Facebook Social Connectedness Index data.

facebook-ad-scraper icon facebook-ad-scraper

A Python scraper for the Facebook Ad Library, using the official Facebook Ad Library API.

facets icon facets

Visualizations for machine learning datasets

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastchat icon fastchat

An open platform for training, serving, and evaluating large languages. Release repo for Vicuna and FastChat-T5.

fasttext icon fasttext

Library for fast text representation and classification.

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