Mohammedabdalqader

AI Software Developer

Fiducia & GAD IT Germany

Pinned Repositories

AI-Course
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AraElectra-QuestionAnswering
Fine-tuning / pre-training AraElectra on a specific domain for QA system.
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Convolutional-Neural-Network
Implementing Convolutional Neural Networks from scratch just with python and torch.Tensor for research purposes
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deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
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deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
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DeepLearningExamples
Deep Learning Examples
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DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
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denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
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DRL
My journey in Udacity Deep Reinforcement Learning Nanodegree icluding: projects and implementation of algorithms and much more :wink:
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SAC-continuous_angle
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Mohammedabdalqader's Repositories

Mohammedabdalqader/Convolutional-Neural-Network
Implementing Convolutional Neural Networks from scratch just with python and torch.Tensor for research purposes
Language:Jupyter Notebook20
Mohammedabdalqader/DRL
My journey in Udacity Deep Reinforcement Learning Nanodegree icluding: projects and implementation of algorithms and much more :wink:
Language:Jupyter Notebook10
Mohammedabdalqader/SAC-continuous_angle
Language:Python10
Mohammedabdalqader/AI-Course
Language:Jupyter Notebook00
Mohammedabdalqader/AraElectra-QuestionAnswering
Fine-tuning / pre-training AraElectra on a specific domain for QA system.
Language:Jupyter Notebook0 2 00
Mohammedabdalqader/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Language:Jupyter Notebook00
Mohammedabdalqader/deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Language:Jupyter Notebook00
Mohammedabdalqader/DeepLearningExamples
Deep Learning Examples
Language:Jupyter Notebook00
Mohammedabdalqader/DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
Language:Python00
Mohammedabdalqader/denoiser
Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
Language:Python00
Mohammedabdalqader/hatched-area-calculation-camera-coverage-visualization
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Mohammedabdalqader/Hey-Jetson
Automatic Speech Recognition for the Nvidia Jetson.
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Mohammedabdalqader/kaldi-tuda-de
Scripts for training general-purpose large vocabulary German acoustic models for ASR with Kaldi.
Mohammedabdalqader/keras-language-modeling
:book: Some language modeling tools for Keras
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Mohammedabdalqader/kiteam-workshops
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Mohammedabdalqader/LawGPT
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Mohammedabdalqader/NeMo
NeMo: a toolkit for conversational AI
Mohammedabdalqader/NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Mohammedabdalqader/pytorch-chatbot
Simple chatbot implementation with PyTorch.
Mohammedabdalqader/pytorch-pretrained-BERT
The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2 and Google/CMU Transformer-XL.
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Mohammedabdalqader/rasa-core-and-nlu-docker-compose
Rasa core and rasa nlu enviroment for local enviroment
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Mohammedabdalqader/rasa_core
🤖 Open source chatbot framework with machine learning-based dialogue management - Build contextual AI assistants
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Mohammedabdalqader/Research_in_Computer_Vision-Test-Version
Mohammedabdalqader/RNNAssignment
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Mohammedabdalqader/Robotics
Udacity Nanodegree: Robotics Software Engineer
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Mohammedabdalqader/robotics-coursework
🤖 Places where you can learn robotics (and stuff like that) online 🤖
Mohammedabdalqader/Robotics-Software-Engineer-Udacity
Udacity's Robotics Software Engineer Nanodegree Projects
Mohammedabdalqader/text2digits
Converts text such as "twenty three" to number/digit "23" in any sentence
Mohammedabdalqader/udacity-deep-reinforcement-learning
My solutions to the projects (and mini-projects) of the Deep Reinforcement Learning Nanodegree by Udacity
Mohammedabdalqader/visual-pushing-grasping
Train robotic agents to learn to plan pushing and grasping actions for manipulation with deep reinforcement learning.