Alpaslan Erdağ's starred repositories
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Tkinter-Designer
An easy and fast way to create a Python GUI 🐍
dash-sample-apps
Open-source demos hosted on Dash Gallery
Transformers-for-NLP-2nd-Edition
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more
Artificial-Intelligence-with-Python
Code repository for Artificial Intelligence with Python, published by Packt
Twitter-Bot
This Twitter Bot will follow all users following your account and favorite, retweet, follow and reply to tweets and users based on a keyword search. All bundled nicely into a Tkinter GUI application.
LinkedIn_networking
Python code to automatically expend your LinkedIn network based on your interest. ONLY FOR EDUCATIONAL PURPOSES. PLEASE DO NOT MISUSE IT.
Text-Summarization
Abstractive and Extractive Text summarization using Transformers.
nlpcloud-python
NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...
Pointer-Generator-Networks
Pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"
Intro-SNA-Demo
Resources and demo for "Introduction to Social Network Analysis (SNA)" workshop
webcrawler
A web crawler made in python that is capable of searching a keyword upto 3 levels of a particular website including BBC, Facebook, Youtube etc.
LinkedIn-network-insight
LinkedIn is a type of social network but it doesn't get you any specific information about your connections and network. In this notebook, I use pandas and group my connections by companies and positions. I define some keywords for companies and positions and group persons in my network by them also.
Pointer-Generator-Networks
A pipeline that summarizes text using a hybrid model of extractive and abstractive text summarization techniques.
News-Crawler
A web scraper that iteratively searches the archives of any news outlet for articles with target keywords.
Sentiment-analysis-of-tweets
The following project includes a code where the tweets are being retrieved using a unique token generated by Twitter for the developers. The tweets regarding a particular topic entered by the user are retrieved and analysis and visualization of sentiment of the keyword in accordance with the number of tweets specified is given as output
Abstractive-Summarisation
Google Pegasus Model
datavis_word
data visualization wordcloud
Web-Crawler-Python-Bs4
A simple WebCrawler that returns title, keywords, and exports data as JSON. Made from scratch
cnn-dailymail
Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization
TwitterExtraction
Extract tweets containing specific keywords and hashtags