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"This book covers modern deep learning and tackles supervised learning, model architecture, unsupervised learning, and deep reinforcement learning"--
key
Notes
- laplacian (3)
- adjacency-matrix (2)
- CW-complex (2)
- self-attention (2)
- kolmogorov-complexity (1)
- asymptotic-equipartition-property (1)
- mutual-information (1)
- entropy (1)
- simplicial-complex (1)
- simplicial-surface (1)
- manifold-complex (1)
- combinatorial-surface (1)
- csaszar-polyhedron (1)
- Math (1)
- PGMs (1)
- Sampling (1)
- Algebraic-topology (1)
- homeomorphism (1)
- deformation-retraction (1)
- mapping-cylinder (1)
- quotient-space (1)
- homotopy (1)
- homotopic-maps (1)
- retraction (1)
- idempotent (1)
- homotopy-rel-A (1)
- inclusion (1)
- homotopy-equivalence (1)
- homotopy-equivalent (1)
- homotopy-type (1)
- contractible (1)
- nullhomotopic (1)
- genus (1)
- dimension (1)
- topological-graph (1)
- euler-characteristic (1)
- real-projective-space (1)
- complex-projective-space (1)
- characteristic-map (1)
- subcomplex (1)
- CW-pair (1)
- product-space (1)
- suspension (1)
- join (1)
- simplex (1)
- radial-projection (1)
- wedge-sum (1)
- smash-product (1)
- isomorphic (1)
- fundamental-group (1)
- reduced-suspension (1)
- attach (1)
- mapping-cone (1)
- graph (1)
- scopolamine (1)
- benztropine (1)
- FSCV (1)
- methylphenidate (1)
- IC50 (1)
- IDS (1)
- EDS (1)
- t-test (1)
- ANOVA (1)
- tukeys-post-hoc (1)
- fishers-LSD (1)
- sidaks-correction (1)
- two-way-ANOVA (1)
- kolmogorov-smirnov-test (1)
- ibogaine (1)
- intra-peritoneal (1)
- ASST (1)
- GBR12909 (1)
- rimcazole (1)
- JHW007 (1)
- pyrovalerone (1)
- 5HT2a (1)
- 5HT2b (1)
- GPCR (1)
- kinase (1)
- GNA (1)
- PNA (1)
- TNA (1)
- codon (1)
- value (1)
key (1)
- query (1)
- attention-weights (1)
- dot-prod-sa (1)
- scaled-dot-prod-sa (1)
- multi-head-sa (1)
- transformer-layer (1)
- operon (1)
- sgRNA (1)
- SpCas9 (1)
- PAM (1)
- linear-transformer (1)
- FWP (1)
- update-rule (1)
- delta-rule (1)
- fast-weights (1)
- slow-weights (1)
- outer-product (1)
- tensor-product-representation (1)
- softmax-kernal (1)
- symbolic-structure (1)
- role (1)
- filler (1)
- attention-normalisation (1)
- katharopoulos-linear-attention (1)
- FAVOR (1)
- DPFP (1)
- capacity-control (1)
- BLEU (1)
- perplexity (1)
- delta-network (1)
- ablation-study (1)
- tied-proteinMPNN (1)
- Win1 (1)
- 4Mu-Ac (1)
- Janus1 (1)
- Janus2 (1)
- michaelis-menton (1)
- 4Mu-PhAc (1)
- Janus3 (1)
- Mu-N-Ac (1)
- SEC (1)
- monodisperse (1)
- SPR (1)
- streptavidin-biotin (1)
- Ras-GTP (1)
- MoE (1)
- KDA (1)
- MLA (1)
- AttnRes (1)
- LatentMoE (1)
- MoonViT-V2 (1)
- Muon (1)
- Design (1)
- Ownership (1)
- VLA-model (1)
- world-model (1)
- world-action-model (1)
- bit-equivalent (1)
- probability-space (1)
- bandit-environment (1)
- nat (1)
- data-processing-inequality (1)
- kernelized-bandit-optimization (1)
- gaussian-process (1)
- mercer-decomposition (1)
- spectral-tail (1)
- matern-kernel (1)
- squared-exponential-kernel (1)
- thompson-sampling (1)
- fixed-truncation (1)
- GP-UCB (1)
- RFdiffusion (1)
- anfinsens-hypothesis (1)
- PDB (1)
- activation-maximization (1)
- Chroma (1)
- escherichia-coli (1)
- masked-language-models (1)
- 3D-crystal (1)
- 1D-fibre (1)
- 2D-lattice (1)
- 9OP9 (1)
- NCAA (1)
- beta-barrel (1)
- Top7 (1)
- TIM-barrel (1)
- protein-language-models (1)
- rosetta (1)
- nanopore (1)
- macrocycle (1)
- oligoamide (1)
- BindCraft (1)
- ProGen (1)
- PXDesign (1)
- affinity (1)
- TNF (1)
- scFv (1)
- VHH (1)
- CDR (1)
- HELM-GPT (1)
- RFpeptides (1)
- IDR (1)
- PepPrCLIP (1)
- affinity-handle (1)
- beta-catenin (1)
- SS18-SSX1 (1)
- beta-amyloid (1)
- tau-protein (1)
- glycoproteins (1)
- oligomerization (1)
- FGF (1)
- endocytosis (1)
- transcytosis (1)
- EndoTags (1)
- digoxigenin (1)
- methotrexate (1)
- CID (1)
- kemp-elimination (1)
- retro-aldol (1)
- luciferase (1)
- PLACER (1)
- serine (1)
- CRISPR-Cas (1)
- zinc-fingers (1)
- Product (1)
- System-Design (1)