haataa Goto Github PK

airbnb_finding

a peek into airbnb data

dailyrecord

由于豆瓣的日记功能被关了准备以后写在这里

disaster-response-pipline

Build ETL pipeline, ML pipeline and Web App to classify and visualize text messages sent during a disaster event

finance_data_info_resources

Good data and info resources of finance

financial-cycle-theory-classic-paper

经济波动的金融理论论文

flower_image_classifier

Implement an image classifier with PyTorch

generative_dog_images

Use GANs to generate dog images

great_energy_predictor

Develop accurate models of metered building energy usage in the following areas: chilled water, electric, hot water, and steam meters. The data comes from over 1,000 buildings over a three-year timeframe. With better estimates of these energy-saving investments, large scale investors and financial institutions will be more inclined to invest in this area to enable progress in building efficiencies.

haataa.github.io

history_knowledge_graph

Building knowledge graph regarding to world history as a way to learn.

home-credit-default-risk

Build a model to predict the likelihood of each applicant repaying a loan

identify_customer_segments

This project identify segments of the population that form the core customer base for a mail-order sales company in Germany. These segments can then be used to direct marketing campaigns towards audiences that will have the highest expected rate of returns. The data has been provided by Bertelsmann Arvato Analytics.

ieee_cis_fraud_detection

Build machine learning models to improve the efficacy of fraudulent transaction alerts. The data comes from Vesta's real-world e-commerce transactions and contains a wide range of features from device type to product features.

instructon_finetune_study

instrunction finetune papers and my understandings

lanl-earthquake-prediction

llm-roadmap

dedicated to curating, organizid sharing the latest research developments, papers, and resources in the field of Large Language Models (LLMs)s).

me-and-the-world

how I sense different parts of worlds

nlp_weekly

weekly nlp papers

pytorch-transformers-classification

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

stackoverflow

Findings from Stackoverflow 2017

talkingdata_adtracking_fraud_detection

Build an algorithm that predicts whether a user will download an app after clicking a mobile app ad

topic_model_papers

important topic model papers

transformer_papers

Transformer Model Papers

worldbank_etl

use worldbank data to practice ETL process