advanced-nlp-with-transformers

🔬🤖 Explore advanced NLP with Transformers! 💡 A hands-on project covering 5️⃣ major tasks: text summarization 📝, classification 🏷️, question answering ❓, named entity recognition 📇, and relationship extraction 💼. Leverages Hugging Face's Transformers, PyTorch, SpaCy, NLTK, and more! 🚀🛠️🔥 Happy learning! 🎓💻🌐

assignment_1_yun_solutions_llp

assignment_2_yun_solutions_llp

assignment_3_yun_solutions_llp

backend-django

cfi-project

colab

credit-decisions

📚 "Credit_Decisions" is an ML project 💼 that classifies credit applications 💳 predicting repayment likelihood. It offers explainability, offering insight into factors affecting the credit decision. 🎛️ Using AWS services and LightGBM model with SHAP for explanations, this project seeks to improve transparency in credit decisions. 🤖🔍🏦

customer-churn-prediction

📈 Harness the power of LightGBM, CatBoost, TabTransformer & AutoGluon-Tabular in Amazon SageMaker 🚀 for customer churn prediction. 💡🐱🔄📊 We employ Automatic Model Tuning (AMT) to train ML models 🧠, identifying unhappy customers 😞 early to prevent business loss. 💸 Comparison of models included! 📝

dgl-fraud-detection

🚀 Detecting financial fraud 💳💰 using Graph Neural Networks (GNNs) 🔀! Dive into how GNNs, Amazon SageMaker 🧪, and the Deep Graph Library (DGL) collaborate to spot fraudulent transactions from complex datasets 👥. Leverage R-GCN models 🌐 for multi-relational data 🎯 and enjoy better predictive performance 🏆. Experiment with us! 💡👍

dl-approach-to-lip-reading

📚🗣️ "LipNet: Lip Reading Project" 👀 Transforms video frames 🎞️ into text 📄 using a spatiotemporal model 🧠🌐 Achieves 95.2% accuracy 🏆 on the GRID corpus, outperforming humans and previous models! Model training, data prep 🔄📂, and inference 💡 all included. Code can be run on StudioLab, nbviewer, and Google Colab 🔄💻.

fashiongan

👗🧠FashionGAN: Dive into this hands-on tutorial to learn about Generative Adversarial Networks (GANs) using the Fashion MNIST dataset. Master GAN basics while generating fashionable grayscale images! 📚💻 #GAN #MachineLearning #AI

freqtrade-strategies

Free trading strategies for Freqtrade bot

github-slideshow

A robot powered training repository :robot:

go_coding

🚀 A straightforward Go application simulating a conference booking system for "Go Conference". Users can book tickets 🎟️, with their details stored in memory 💾. The app checks ticket availability, accepts user details 👤👥📧, books tickets, and simulates email delivery 📤. A hands-on project to dive into Go!

hello-github-actions

itsjustacoincidenceprofessor_cfi-4

"It's just a coincidence professor!" is a plagiarism checker for source code. It uses the Wagner–Fischer algorithm to precisely and accurately determine percentage similarity of two given strings. We also cross reference common sites like GitHub and Stackoverflow, for potential cheating.

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

langchain-youtube

llms-gpt-toolbox

🤖 GPT For Y'all, a Streamlit-based language model application offering a range of features like basic language generation 💬, creative writing ✍, text summarization 📝, few-shot learning 🎯, and Python code generation 🐍. An easy-to-use interface, designed for any language-related tasks. Your GPT model, our interface! 🚀

myapp-2.0

THE TASK-1

nj-driver-manual-langchain-vector-db

object-detection-birds-species

🐦 AI-powered bird species object detection project leveraging Amazon SageMaker and the Single Shot Multi-Box Detection (SSD) algorithm. Utilizes the Caltech Birds dataset, provides detailed data prep, model training, hosting & testing instructions. Includes a bonus model improvement method. 🚀🧠🔬

odo_list_mobops_1

plagiarism_detection_cfi-3

Plagiarism detection using TF-IDF and cosine similarity.

predicting-employee-attrition

Using machine learning to predict employee turnover in Python

predictive-maintenance

🔧Predictive Maintenance: A comprehensive Jupyter 📒 guide to create a predictive model for turbofan engines 🚀 using Amazon SageMaker 🧠. It leverages NASA's Prognostic Center's dataset for authentic insights. Contribute, Fork & Improve! ⚙️🚀🔬🧮 #DataScience #AWS #PredictiveMaintenance

pycode_similar_cfi-1

A simple plagiarism detection tool for python code

recommender-system

🚀 Dive into custom recommender systems using Neural Collaborative Filtering (NCF) with this project! Utilizing the power of Amazon SageMaker☁️ & TensorFlow 2.0💻, we experiment with MovieLens dataset🎬 for effective user-item interactions. Clone, build, and contribute! 🛠️💫📚

simple-plagiarism-checker_cfi-2

Web Application for checking the similarity between query and document using the concept of Cosine Similarity.