ibrahim ahmethan's repositories
Deep_learning_for_intrusion_detection
In this project, supervised multi-class classification algorithms and deep neural network is implemented to detect network intrusion. KDD Cup 1999 dataset is used to train, validate and test the performance of different developed algorithms. various evaluation metrics such as F1 score, recall and precision was applied to evaluate the models
Lane_Detection_Using_Hybrid_RNN_and_CNN_Approach
In this project, hybrid deep learning models CNN and LSTM were implemented to perform lane detection for autonomous vehicle
Fuzzy_Logic
Mamdani Fuzzy Inference Systems FIS is implemented to translate human experience to Mamdani rules. In this project, smart oven FIS is utilized to optimize and automate the adjustment of oven cooking parameters such as heat degree and duration to offer best cooking experience. This project was developed at De Montfort University.
Natural_Language_Processing
Pytorch and Python used to crate Seq2Seq models (LSTM and GRU) for natural language processing (NLP). Furthermore, the implemented model utilized to create an AI enhanced chatbot. This project was developed at De Montfort University.
Python_Projects
Higher lower game project
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
Auto-GPT-Plugins
Plugins for Auto-GPT
Intelligent_Mobile_Robot
A Linux based Robotic Operating System (ROS) is used to simulate mobile robots for different purposes such as mapping and localizing the mobile robots in unknown environment.
Auto-Llama-cpp
Uses Auto-GPT with Llama.cpp
autogen
Enable Next-Gen Large Language Model Applications. Join our Discord: https://discord.gg/pAbnFJrkgZ
codellama
Inference code for CodeLlama models
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
leon
🧠 Leon is your open-source personal assistant.
llama
Inference code for LLaMA models
llama.cpp
Port of Facebook's LLaMA model in C/C++
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
pyChatGPT
An unofficial Python wrapper for OpenAI's ChatGPT API
pypylon
The official python wrapper for the pylon Camera Software Suite
text-generation-webui
A Gradio web UI for Large Language Models. Supports transformers, GPTQ, llama.cpp (GGUF), Llama models.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Yolo_Label
GUI for marking bounded boxes of objects in images for training neural network YOLO