EPITA-SCIA
Popular repositories Loading
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Machine-Learning-Foundations
Machine-Learning-Foundations PublicMath + code for ML fundamentals: Bayes risk, OLS, supervised & unsupervised learning
Jupyter Notebook 2
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Fallacy-Detection-LLM
Fallacy-Detection-LLM PublicOpenAI-compatible FastAPI serving a local LLM for logical fallacy detection
Jupyter Notebook 2
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Poetry-Classification-Generation
Poetry-Classification-Generation PublicClassification & generation on a 60k+ multilingual poem dataset (traditional ML -> RNN-attention -> GPT-2)
Jupyter Notebook 1
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Tsunami-Simulation
Tsunami-Simulation PublicNetLogo agent-based simulation of tsunami evacuation dynamics
NetLogo 1
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Realtime-Data-Pipeline
Realtime-Data-Pipeline PublicScala streaming pipeline: Kafka -> processing -> MinIO/Postgres with bronze-to-gold transformation
Scala 1
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Model-Transpiler
Model-Transpiler PublicTranspiles trained scikit-learn / PyTorch MLP models into standalone C or Verilog for bare-metal & hardware targets
Verilog 1
Repositories
- Poisoned-Distillation Public
Benchmark of backdoor transfer from teacher to student LLMs during knowledge distillation (Clean-Acc vs ASR trade-off)
EPITA-SCIA/Poisoned-Distillation’s past year of commit activity - Agentic-Raindrop-Manager Public
Agentic LLM manager for Raindrop.io: Planner-Executor, tool-calling & Reflection with token/latency tracking
EPITA-SCIA/Agentic-Raindrop-Manager’s past year of commit activity - Model-Transpiler Public
Transpiles trained scikit-learn / PyTorch MLP models into standalone C or Verilog for bare-metal & hardware targets
EPITA-SCIA/Model-Transpiler’s past year of commit activity - Local-Voice-Assistant Public
Fully local voice concierge: Whisper ASR + Llama 3 (Ollama) + Piper TTS
EPITA-SCIA/Local-Voice-Assistant’s past year of commit activity - Realtime-Data-Pipeline Public
Scala streaming pipeline: Kafka -> processing -> MinIO/Postgres with bronze-to-gold transformation
EPITA-SCIA/Realtime-Data-Pipeline’s past year of commit activity - Machine-Learning-Foundations Public
Math + code for ML fundamentals: Bayes risk, OLS, supervised & unsupervised learning
EPITA-SCIA/Machine-Learning-Foundations’s past year of commit activity - Fallacy-Detection-LLM Public
OpenAI-compatible FastAPI serving a local LLM for logical fallacy detection
EPITA-SCIA/Fallacy-Detection-LLM’s past year of commit activity - Poetry-Classification-Generation Public
Classification & generation on a 60k+ multilingual poem dataset (traditional ML -> RNN-attention -> GPT-2)
EPITA-SCIA/Poetry-Classification-Generation’s past year of commit activity
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