Arlene036

Llama2_LoRA_ReduceBias

Use LoRA to finetune Llama2 to reduce model bias

hadoop_ImporCharacters

find important characters based on appear times per chapter and the relationship network

Bayesian-Ghostbusters

AI_b-classification-of-manmade-and-natural-img

extract features using Gabor filter and HOUGH transformation with preprocessing

Arlene036.github.io

ChemAgent_NERF

Combine NERF(A traditional Machine Learning Model) and Large Language Model for chemistry mechanism prediction and explanation.

CS188Proj1

CS188Proj2

ML_proj

NERF

Code for our paper Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction (ICML 2021)

CS188Proj3-Reinforcement-Learning

https://inst.eecs.berkeley.edu/~cs188/fa23/projects/proj3/

CS188Proj5-NN

MLP for MINIST Classification and RNN for language identificaion

N-Body-1

class: Particles,CollisionSystem,BHTree,Quad

prompts_for_chem

prompts engineering for chemistry reaction product prediction

pyg_tutorial

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.

SWE-bench

[ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

taxi_fare_cal_in_spark_frame

use ML methods to conduct model of how taxi fare was calculated in spark frame. Use NYC 2019 taxi data.