Welcome! This repository uploads files of 📺 D3LAB youtube channel.
| 📖 Title | 📎 Playlist |
|---|---|
| Blockchain | Link |
| Artificial Intelligence | Link |
| Generative Adversarial Networks | Link |
| Federated Learning | Link |
| Blockchain Scalability | Link |
| Zero Knowledge Protocols | Link |
| DeFi | Link |
| 📖 Title | 📺 Videos | 💾 Files | 📌 Category |
|---|---|---|---|
| What is Blockchain: Transaction | Link | Download | Blockchain |
| What is Blockchain: Block and Chain | Link / Full | Download | Blockchain |
| GAN: Like I'm Five | Link | 1 / 2 | AI / GAN |
| Blockchain Nodes and Assumptions | Link / Full | Download | Blockchain |
| Improved GAN: CGAN and WGAN | Link | Download | AI / GAN |
| Overview of Blockchain Scalability | Link / Full | Download | Blockchain / Scalability |
| Visualizing Loss Function | Link / Full | Download | AI |
| Off-chain Transactions: Channels | 1 / 2 / 3 / 1-Full / 2-Full | 1 / 2 / 3 | Blockchain / Scalability |
| WGAN and WGAN-GP A-to-Z | 1 / 2 / Full | 1 / 2 | AI / GAN |
| ASIC-resistant PoW, ETHASH | Link / Full | Download | Blockchain |
| Improved GAN: LSGAN and ACGAN | Link / Full | Download | AI / GAN |
| Watch your Up-Convolution | Link / Full | Download | AI |
| Zero-Knowledge Protocols | Link / Full | Download | Blockchain / ZK |
| GradVis: Visualization Loss Landscape with Second Order Infos | Link | Download | AI |
| Commit-chains | Link / Full | Download | Blockchain / Scalability |
| Adaptive Optimizers in Federated Learning | 1 / 2 / Full | Download | AI / FL |
| Semi-layer-2 Protocols | 1 / 2 / Full | Download | Blockchain / Scalability |
| Federated Learning with Matched Averaging | 1 / 2 | 1 / 2 | AI / FL |
| Decreasing Scalability & Functionality Escape Velocity | Link | 1 / 2 | Blockchain / Scalability |
| Blockchain Data Availability | Link | Download | Blockchain / Scalability |
| InfoGAN | Link | Download | AI / GAN |
| Blockchain Fraud Proofs | Link | Download | Blockchain / Scalability |
| Generalized Byzantine-torelant SGD | Link | Download | AI / FL |
| Overview of Federated Learning Research | Link | 1 / Full | AI / FL |
| From ZKP to Bulletproofs | Workshop / 1 / 2 / 3 | Full / 1 / 2 / 3 | Blockchain / ZK |
| FedMD: FL via Model Distillation | Link | Download | AI / FL |
| SGAN: Stacked GAN | Link | Download | AI / GAN |
| CAT2VEC: Categories to Vector | Link | Download | AI |
| Knowledge Distillation | Link | Download | AI |
| Average Top-k Loss | Link | Download | AI |
| Data Distillation | Link | Download | AI |
| Uniswap Protocol | 1 / 2 | Download | Blockchain / DeFi |
| Quadratic Voting | Link | Download | Blockchain |
| FoolsGold: Sybil Attack in Federated Learning | 1 / 2 | Download | AI / FL |
| BlockFLow: Federated Learning based-on Blockchain | 1 / 2 / 3 | Download | Blockchain / AI / FL |
| Probabilistic Quadratic Voting | Link | Download | Blockchain |
| BAFFLE: BLockchain-based Aggregator-free Federated Learning | Link | Download | Blockchain / AI / FL |
| Eth2Vec: Code Representation on Ethereum Smart Contract | Link | Download | Blockchain / AI |
| Fedcoin: A Peer-to-peer Payment System for Federated Learning | 1 / 2 | Download | Blockchain / AI / FL |
| FedGKT: Federated Group Knowledge Transfer | Link | Download | AI / FL |
| Selective Deletion in a Blockchain | Link | Download | Blockchain |
| Empirical Analysis of EIP-1559: Transaction Fees, Waiting Time, and Consensus Security | Link | Download | Blockchain |
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