tsmatz

reinforcement-learning-tutorials

Reinforcement Learning Algorithms Tutorial (Python)

azure-databricks-exercise

Azure Databricks Hands-on (Tutorials)

azureml-tutorial

Azure Machine Learning Tutorial (CLI / Python)

nlp-tutorials

Natural Language Processing (Neural Methods) Tutorials - from embeddings to transformers

minecraft-rl-example

Reinforcement Learning in Minecraft (Project Malmo Example)

hmm-lds-em-algorithm

Estimate Hidden Markov Models (HMM) and Linear Dynamical Systems (LDS)

huggingface-finetune-japanese

finetune_llm_with_lora

Fine-tuning LLM with LoRA (Low-Rank Adaptation)

bot-framework-with-auth-example

Authentication Example in Microsoft Bot Framework (obsolete)

decision-transformer

Decision Transformer in Atari Pong (small example)

homomorphic-encryption-microsoft-seal

Microsoft SEAL Homomorphic Encryption in Python

minecraft-rl-pigchase-attention

Deep Reinforcement Learning : Applying Visual Attention in Minecraft

mlflow-azureml

Azure Machine Learning via MLflow API

quantum-algorithms-qsharp

Quantum Algorithms in Q#

Quantum-Arithmetic-QSharp

Q# Example for Basic Quantum Arithmetics (Adder, Substracter, Multiplier, and Exponentiation)

Quantum-Shor-Algorithm

Q# Example for Shor's Algorithm

tensorflow-tensorrt-python

Speed up Inference by TensorRT

intel-sgx-enclave-ubuntu-tutorial

Intel SGX Enclave Tutorial (Ubuntu)

Quantum-Phase-Estimation-QSharp

Q# Example for Quantum Phase Estimation

tsmatz.github.io

azure-spatial-analysis

Azure Spatial Analysis Hands-On Tutorial

azureml-examples

Azure Machine Learning - Examples

azureml-tensorrt-image

Dockerfile for Azure Machine Learning TensorRT image

microsoft-exchange-ews-sync-example

C# Example for Calendar Synchronization by Exchange Web Services (EWS)

microsoft-office365-api-example

C# Example for Microsoft Graph (Outlook)

wcf-aspnet-compatibility-mode

C# Example for ASP.NET Compatibility Model in WCF

calender-ics-example

C# Example for Adding Item in Outlook Calendar (with ICS MIME)

gmm

Estimate Gaussian Mixture Model (Python Example)

minecraft-rl-on-ray-cluster

Minecraft Reinforcement Learning on Ray Cluster (Distributed RL)

model-parallel

Model Parallel Minimal Implementation (Fine-tuning LLMs with ZeRO)