Search Results - united states rate relations.

Challenges of urban education and efficacy of school reform

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Special education international perspectives practices across the globe /

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Virtual and Remote Control Tower Research, Design, Development and Validation /

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Food Safety Economics Incentives for a Safer Food Supply /

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Advanced Methods and Technologies in Metallurgy in Russia

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Care for major health problems and population health concerns impacts on patients, providers and policy /

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Advances in Computational Intelligence Systems Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK /

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Deep Learning with TensorFlow and Keras - 3rd Edition : Build and Deploy Supervised, Unsupervised, Deep, and Reinforcement Learning Models. by Kapoor, Amita

Table of Contents: “…Language model-based embeddings -- Using BERT as a feature extractor -- Summary -- References -- Chapter 5: Recurrent Neural Networks -- The basic RNN cell -- Backpropagation through time (BPTT) -- Vanishing and exploding gradients -- RNN cell variants -- Long short-term memory (LSTM) -- Gated recurrent unit (GRU) -- Peephole LSTM -- RNN variants -- Bidirectional RNNs -- Stateful RNNs -- RNN topologies -- Example ‒ One-to-many - Learning to generate text -- Example ‒ Many-to-one - Sentiment analysis -- Example ‒ Many-to-many - POS tagging -- Encoder-decoder architecture - seq2seq -- Example ‒ seq2seq without attention for machine translation -- Attention mechanism -- Example ‒ seq2seq with attention for machine translation -- Summary -- References -- Chapter 6: Transformers -- Architecture -- Key intuitions -- Positional encoding -- Attention -- Self-attention -- Multi-head (self-)attention -- How to compute attention -- Encoder-decoder architecture -- Residual and normalization layers -- An overview of the transformer architecture -- Training -- Transformers' architectures -- Categories of transformers -- Decoder or autoregressive -- Encoder or autoencoding -- Seq2seq -- Multimodal -- Retrieval -- Attention -- Full versus sparse -- LSH attention -- Local attention -- Pretraining -- Encoder pretraining -- Decoder pretraining -- Encoder-decoder pretraining -- A taxonomy for pretraining tasks -- An overview of popular and well-known models -- BERT -- GPT-2 -- GPT-3 -- Reformer -- BigBird -- Transformer-XL -- XLNet -- RoBERTa -- ALBERT -- StructBERT -- T5 and MUM -- ELECTRA -- DeBERTa -- The Evolved Transformer and MEENA -- LaMDA -- Switch Transformer -- RETRO -- Pathways and PaLM -- Implementation -- Transformer reference implementation: An example of translation -- Hugging Face -- Generating text -- Autoselecting a model and autotokenization.…”
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Basic Course in Race Car Technology : Introduction to the Interaction of Tires, Chassis, Aerodynamics, Differential Locks and Frame. by ommig, Lars

Table of Contents: “…6.5.5 Front and Rear Wings on Racing Vehicles -- 6.5.6 Wake Vortices and End Plates -- 6.5.7 Gurney Flap -- 6.5.8 DRS and F-Duct Systems -- 6.5.9 Flexible Wing Elements -- 6.6 Underbody and Diffusers -- 6.6.1 The Discovery of the Ground Effect -- 6.6.2 Functioning of Diffusers -- 6.6.3 Performance Optimization on Diffusers -- 6.7 Spoilers, Splitters and Louvers -- 6.8 Influence of the External Contour of the Vehicle -- 6.9 Pitch Sensitivity -- 6.10 Crosswind and Off-Design Conditions -- 6.11 Active Downforce Generation -- 6.12 Aerodynamic Development Trends and Influence of the Regulations -- References -- 7: Suspension, Steering and Brake System -- 7.1 Tasks of the Suspension, the Steering and Brake System -- 7.2 Double Wishbone and Multi-link Axles -- 7.3 Springs and Stabilizers -- 7.3.1 Ratio and Wheel Related Spring Rates -- 7.3.2 Preload, Lowering and Crossweight -- 7.3.3 Torsion Bars -- 7.3.4 Stabilizers -- 7.4 Shock Absorbers/Dampers -- 7.4.1 The Function and Types of Telescopic Dampers -- 7.4.2 Valve Systems -- 7.4.3 Shock Absorbers for Motor Sport Applications -- 7.4.4 Rotary Dampers -- 7.5 3Heave-Spring/Damper and FRIC Systems -- 7.6 Inertia Dampers -- 7.7 Chassis Geometry -- 7.7.1 Instantaneous Center and Roll Axis -- 7.7.2 Pitch Center and Anti-geometries -- 7.7.3 Bump Steer -- 7.8 Steering System -- 7.8.1 Steering Geometry -- 7.8.2 Power -- 7.9 Toe-in and Camber Adjustment -- 7.10 Brake System -- 7.10.1 Brake Force Distribution -- 7.10.2 Hydraulic Braking System with Balance Bar -- 7.10.3 Braking Systems for KERS Use -- References -- 8: Limited Slip Differentials -- 8.1 Design of Differential Gears -- 8.2 Driving Dynamics Function of Conventional Axle Differentials -- 8.3 Driving Dynamics Operation of Differential Locks -- 8.3.1 Locking Behavior During Steady-State Cornering -- 8.3.2 Locking Behavior During Accelerated Cornering.…”
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Light Metals 2019

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Light Metals 2018

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